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fpn_80k_nextvit_small_1n1k6m_pretrained.log
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2022-08-14 17:07:53,458 - mmseg - INFO - workflow: [('train', 1)], max: 40000 iters
2022-08-14 17:08:39,343 - mmseg - INFO - Iter [50/40000] lr: 9.989e-05, eta: 7:37:37, time: 0.687, data_time: 0.019, memory: 20162, decode.loss_ce: 3.1023, decode.acc_seg: 35.3579, loss: 3.1023
2022-08-14 17:08:58,449 - mmseg - INFO - Iter [100/40000] lr: 9.978e-05, eta: 5:55:34, time: 0.382, data_time: 0.014, memory: 20162, decode.loss_ce: 2.0591, decode.acc_seg: 51.7297, loss: 2.0591
2022-08-14 17:09:17,767 - mmseg - INFO - Iter [150/40000] lr: 9.967e-05, eta: 5:22:12, time: 0.386, data_time: 0.014, memory: 20162, decode.loss_ce: 1.7703, decode.acc_seg: 55.9744, loss: 1.7703
2022-08-14 17:09:37,039 - mmseg - INFO - Iter [200/40000] lr: 9.956e-05, eta: 5:05:18, time: 0.386, data_time: 0.014, memory: 20162, decode.loss_ce: 1.5900, decode.acc_seg: 58.1160, loss: 1.5900
2022-08-14 17:09:56,469 - mmseg - INFO - Iter [250/40000] lr: 9.945e-05, eta: 4:55:26, time: 0.389, data_time: 0.015, memory: 20162, decode.loss_ce: 1.4532, decode.acc_seg: 60.0805, loss: 1.4532
2022-08-14 17:10:15,778 - mmseg - INFO - Iter [300/40000] lr: 9.933e-05, eta: 4:48:28, time: 0.386, data_time: 0.014, memory: 20162, decode.loss_ce: 1.4189, decode.acc_seg: 60.9233, loss: 1.4189
2022-08-14 17:10:35,091 - mmseg - INFO - Iter [350/40000] lr: 9.922e-05, eta: 4:43:24, time: 0.386, data_time: 0.016, memory: 20162, decode.loss_ce: 1.3117, decode.acc_seg: 63.1267, loss: 1.3117
2022-08-14 17:10:54,274 - mmseg - INFO - Iter [400/40000] lr: 9.911e-05, eta: 4:39:19, time: 0.384, data_time: 0.014, memory: 20162, decode.loss_ce: 1.3342, decode.acc_seg: 61.3769, loss: 1.3342
2022-08-14 17:11:13,593 - mmseg - INFO - Iter [450/40000] lr: 9.900e-05, eta: 4:36:16, time: 0.386, data_time: 0.016, memory: 20162, decode.loss_ce: 1.2924, decode.acc_seg: 63.5807, loss: 1.2924
2022-08-14 17:11:32,668 - mmseg - INFO - Iter [500/40000] lr: 9.889e-05, eta: 4:33:27, time: 0.382, data_time: 0.014, memory: 20162, decode.loss_ce: 1.2461, decode.acc_seg: 64.1624, loss: 1.2461
2022-08-14 17:11:51,847 - mmseg - INFO - Iter [550/40000] lr: 9.878e-05, eta: 4:31:11, time: 0.383, data_time: 0.013, memory: 20162, decode.loss_ce: 1.1702, decode.acc_seg: 65.3420, loss: 1.1702
2022-08-14 17:12:11,379 - mmseg - INFO - Iter [600/40000] lr: 9.866e-05, eta: 4:29:39, time: 0.391, data_time: 0.015, memory: 20162, decode.loss_ce: 1.1581, decode.acc_seg: 65.7392, loss: 1.1581
2022-08-14 17:12:34,666 - mmseg - INFO - Iter [650/40000] lr: 9.855e-05, eta: 4:32:05, time: 0.466, data_time: 0.078, memory: 20162, decode.loss_ce: 1.1428, decode.acc_seg: 66.0170, loss: 1.1428
2022-08-14 17:12:53,957 - mmseg - INFO - Iter [700/40000] lr: 9.844e-05, eta: 4:30:23, time: 0.386, data_time: 0.013, memory: 20162, decode.loss_ce: 1.0830, decode.acc_seg: 67.0140, loss: 1.0830
2022-08-14 17:13:13,070 - mmseg - INFO - Iter [750/40000] lr: 9.833e-05, eta: 4:28:42, time: 0.382, data_time: 0.014, memory: 20162, decode.loss_ce: 1.0923, decode.acc_seg: 66.3975, loss: 1.0923
2022-08-14 17:13:32,405 - mmseg - INFO - Iter [800/40000] lr: 9.822e-05, eta: 4:27:21, time: 0.386, data_time: 0.013, memory: 20162, decode.loss_ce: 1.0754, decode.acc_seg: 66.8958, loss: 1.0754
2022-08-14 17:13:51,606 - mmseg - INFO - Iter [850/40000] lr: 9.811e-05, eta: 4:26:04, time: 0.385, data_time: 0.016, memory: 20162, decode.loss_ce: 1.0598, decode.acc_seg: 67.0218, loss: 1.0598
2022-08-14 17:14:11,119 - mmseg - INFO - Iter [900/40000] lr: 9.800e-05, eta: 4:25:06, time: 0.391, data_time: 0.013, memory: 20162, decode.loss_ce: 1.0376, decode.acc_seg: 66.9354, loss: 1.0376
2022-08-14 17:14:30,237 - mmseg - INFO - Iter [950/40000] lr: 9.788e-05, eta: 4:23:55, time: 0.382, data_time: 0.015, memory: 20162, decode.loss_ce: 1.0137, decode.acc_seg: 67.7659, loss: 1.0137
2022-08-14 17:14:49,610 - mmseg - INFO - Exp name: fpn_512_nextvit_small_80k.py
2022-08-14 17:14:49,610 - mmseg - INFO - Iter [1000/40000] lr: 9.777e-05, eta: 4:22:59, time: 0.387, data_time: 0.014, memory: 20162, decode.loss_ce: 1.0365, decode.acc_seg: 67.0557, loss: 1.0365
2022-08-14 17:15:09,059 - mmseg - INFO - Iter [1050/40000] lr: 9.766e-05, eta: 4:22:11, time: 0.389, data_time: 0.016, memory: 20162, decode.loss_ce: 1.0184, decode.acc_seg: 67.8016, loss: 1.0184
2022-08-14 17:15:28,276 - mmseg - INFO - Iter [1100/40000] lr: 9.755e-05, eta: 4:21:15, time: 0.384, data_time: 0.013, memory: 20162, decode.loss_ce: 0.9633, decode.acc_seg: 68.8545, loss: 0.9633
2022-08-14 17:15:47,459 - mmseg - INFO - Iter [1150/40000] lr: 9.744e-05, eta: 4:20:23, time: 0.384, data_time: 0.014, memory: 20162, decode.loss_ce: 0.9473, decode.acc_seg: 69.5785, loss: 0.9473
2022-08-14 17:16:06,802 - mmseg - INFO - Iter [1200/40000] lr: 9.733e-05, eta: 4:19:38, time: 0.387, data_time: 0.015, memory: 20162, decode.loss_ce: 0.9551, decode.acc_seg: 69.2079, loss: 0.9551
2022-08-14 17:16:26,076 - mmseg - INFO - Iter [1250/40000] lr: 9.721e-05, eta: 4:18:53, time: 0.386, data_time: 0.014, memory: 20162, decode.loss_ce: 0.9545, decode.acc_seg: 69.4123, loss: 0.9545
2022-08-14 17:16:49,216 - mmseg - INFO - Iter [1300/40000] lr: 9.710e-05, eta: 4:20:05, time: 0.463, data_time: 0.089, memory: 20162, decode.loss_ce: 0.9762, decode.acc_seg: 68.4032, loss: 0.9762
2022-08-14 17:17:08,176 - mmseg - INFO - Iter [1350/40000] lr: 9.699e-05, eta: 4:19:10, time: 0.379, data_time: 0.015, memory: 20162, decode.loss_ce: 0.9135, decode.acc_seg: 69.0688, loss: 0.9135
2022-08-14 17:17:27,224 - mmseg - INFO - Iter [1400/40000] lr: 9.688e-05, eta: 4:18:21, time: 0.381, data_time: 0.015, memory: 20162, decode.loss_ce: 0.9031, decode.acc_seg: 70.4967, loss: 0.9031
2022-08-14 17:17:46,330 - mmseg - INFO - Iter [1450/40000] lr: 9.677e-05, eta: 4:17:34, time: 0.382, data_time: 0.016, memory: 20162, decode.loss_ce: 0.9032, decode.acc_seg: 69.7534, loss: 0.9032
2022-08-14 17:18:05,517 - mmseg - INFO - Iter [1500/40000] lr: 9.665e-05, eta: 4:16:53, time: 0.384, data_time: 0.016, memory: 20162, decode.loss_ce: 0.8729, decode.acc_seg: 70.9088, loss: 0.8729
2022-08-14 17:18:24,918 - mmseg - INFO - Iter [1550/40000] lr: 9.654e-05, eta: 4:16:18, time: 0.388, data_time: 0.014, memory: 20162, decode.loss_ce: 0.8472, decode.acc_seg: 71.2100, loss: 0.8472
2022-08-14 17:18:44,423 - mmseg - INFO - Iter [1600/40000] lr: 9.643e-05, eta: 4:15:46, time: 0.390, data_time: 0.014, memory: 20162, decode.loss_ce: 0.8350, decode.acc_seg: 72.1912, loss: 0.8350
2022-08-14 17:19:03,744 - mmseg - INFO - Iter [1650/40000] lr: 9.632e-05, eta: 4:15:10, time: 0.386, data_time: 0.013, memory: 20162, decode.loss_ce: 0.8657, decode.acc_seg: 71.2568, loss: 0.8657
2022-08-14 17:19:23,281 - mmseg - INFO - Iter [1700/40000] lr: 9.621e-05, eta: 4:14:41, time: 0.391, data_time: 0.015, memory: 20162, decode.loss_ce: 0.8559, decode.acc_seg: 71.3837, loss: 0.8559
2022-08-14 17:19:42,429 - mmseg - INFO - Iter [1750/40000] lr: 9.610e-05, eta: 4:14:03, time: 0.383, data_time: 0.014, memory: 20162, decode.loss_ce: 0.8659, decode.acc_seg: 70.4751, loss: 0.8659
2022-08-14 17:20:01,657 - mmseg - INFO - Iter [1800/40000] lr: 9.598e-05, eta: 4:13:29, time: 0.384, data_time: 0.016, memory: 20162, decode.loss_ce: 0.8674, decode.acc_seg: 70.7415, loss: 0.8674
2022-08-14 17:20:20,930 - mmseg - INFO - Iter [1850/40000] lr: 9.587e-05, eta: 4:12:55, time: 0.385, data_time: 0.015, memory: 20162, decode.loss_ce: 0.8666, decode.acc_seg: 70.6715, loss: 0.8666
2022-08-14 17:20:44,214 - mmseg - INFO - Iter [1900/40000] lr: 9.576e-05, eta: 4:13:44, time: 0.466, data_time: 0.087, memory: 20162, decode.loss_ce: 0.7807, decode.acc_seg: 73.4481, loss: 0.7807
2022-08-14 17:21:03,547 - mmseg - INFO - Iter [1950/40000] lr: 9.565e-05, eta: 4:13:11, time: 0.386, data_time: 0.014, memory: 20162, decode.loss_ce: 0.8202, decode.acc_seg: 72.1839, loss: 0.8202
2022-08-14 17:21:22,937 - mmseg - INFO - Exp name: fpn_512_nextvit_small_80k.py
2022-08-14 17:21:22,937 - mmseg - INFO - Iter [2000/40000] lr: 9.554e-05, eta: 4:12:40, time: 0.388, data_time: 0.015, memory: 20162, decode.loss_ce: 0.8121, decode.acc_seg: 72.2677, loss: 0.8121
2022-08-14 17:21:42,160 - mmseg - INFO - Iter [2050/40000] lr: 9.542e-05, eta: 4:12:06, time: 0.384, data_time: 0.013, memory: 20162, decode.loss_ce: 0.7980, decode.acc_seg: 72.7306, loss: 0.7980
2022-08-14 17:22:01,787 - mmseg - INFO - Iter [2100/40000] lr: 9.531e-05, eta: 4:11:41, time: 0.393, data_time: 0.017, memory: 20162, decode.loss_ce: 0.8076, decode.acc_seg: 72.3065, loss: 0.8076
2022-08-14 17:22:21,205 - mmseg - INFO - Iter [2150/40000] lr: 9.520e-05, eta: 4:11:12, time: 0.388, data_time: 0.014, memory: 20162, decode.loss_ce: 0.8138, decode.acc_seg: 72.0323, loss: 0.8138
2022-08-14 17:22:40,317 - mmseg - INFO - Iter [2200/40000] lr: 9.509e-05, eta: 4:10:39, time: 0.383, data_time: 0.014, memory: 20162, decode.loss_ce: 0.7997, decode.acc_seg: 72.7583, loss: 0.7997
2022-08-14 17:22:59,658 - mmseg - INFO - Iter [2250/40000] lr: 9.498e-05, eta: 4:10:10, time: 0.387, data_time: 0.016, memory: 20162, decode.loss_ce: 0.8007, decode.acc_seg: 72.2688, loss: 0.8007
2022-08-14 17:23:19,019 - mmseg - INFO - Iter [2300/40000] lr: 9.486e-05, eta: 4:09:41, time: 0.387, data_time: 0.013, memory: 20162, decode.loss_ce: 0.7889, decode.acc_seg: 73.0168, loss: 0.7889
2022-08-14 17:23:38,027 - mmseg - INFO - Iter [2350/40000] lr: 9.475e-05, eta: 4:09:08, time: 0.380, data_time: 0.014, memory: 20162, decode.loss_ce: 0.7881, decode.acc_seg: 72.8521, loss: 0.7881
2022-08-14 17:23:57,520 - mmseg - INFO - Iter [2400/40000] lr: 9.464e-05, eta: 4:08:42, time: 0.389, data_time: 0.018, memory: 20162, decode.loss_ce: 0.7973, decode.acc_seg: 72.3888, loss: 0.7973
2022-08-14 17:24:16,803 - mmseg - INFO - Iter [2450/40000] lr: 9.453e-05, eta: 4:08:14, time: 0.386, data_time: 0.014, memory: 20162, decode.loss_ce: 0.7918, decode.acc_seg: 71.8974, loss: 0.7918
2022-08-14 17:24:35,790 - mmseg - INFO - Iter [2500/40000] lr: 9.442e-05, eta: 4:07:41, time: 0.379, data_time: 0.014, memory: 20162, decode.loss_ce: 0.7898, decode.acc_seg: 72.8952, loss: 0.7898
2022-08-14 17:24:58,904 - mmseg - INFO - Iter [2550/40000] lr: 9.430e-05, eta: 4:08:10, time: 0.463, data_time: 0.087, memory: 20162, decode.loss_ce: 0.7802, decode.acc_seg: 73.1089, loss: 0.7802
2022-08-14 17:25:17,922 - mmseg - INFO - Iter [2600/40000] lr: 9.419e-05, eta: 4:07:37, time: 0.380, data_time: 0.014, memory: 20162, decode.loss_ce: 0.7364, decode.acc_seg: 73.9660, loss: 0.7364
2022-08-14 17:25:37,295 - mmseg - INFO - Iter [2650/40000] lr: 9.408e-05, eta: 4:07:10, time: 0.387, data_time: 0.014, memory: 20162, decode.loss_ce: 0.7310, decode.acc_seg: 74.2296, loss: 0.7310
2022-08-14 17:25:56,311 - mmseg - INFO - Iter [2700/40000] lr: 9.397e-05, eta: 4:06:39, time: 0.380, data_time: 0.013, memory: 20162, decode.loss_ce: 0.7476, decode.acc_seg: 73.6943, loss: 0.7476
2022-08-14 17:26:15,450 - mmseg - INFO - Iter [2750/40000] lr: 9.386e-05, eta: 4:06:10, time: 0.383, data_time: 0.015, memory: 20162, decode.loss_ce: 0.7404, decode.acc_seg: 74.1714, loss: 0.7404
2022-08-14 17:26:34,493 - mmseg - INFO - Iter [2800/40000] lr: 9.374e-05, eta: 4:05:40, time: 0.381, data_time: 0.015, memory: 20162, decode.loss_ce: 0.7633, decode.acc_seg: 73.8150, loss: 0.7633
2022-08-14 17:26:53,658 - mmseg - INFO - Iter [2850/40000] lr: 9.363e-05, eta: 4:05:11, time: 0.383, data_time: 0.019, memory: 20162, decode.loss_ce: 0.7702, decode.acc_seg: 73.1288, loss: 0.7702
2022-08-14 17:27:12,822 - mmseg - INFO - Iter [2900/40000] lr: 9.352e-05, eta: 4:04:44, time: 0.384, data_time: 0.016, memory: 20162, decode.loss_ce: 0.7409, decode.acc_seg: 73.9348, loss: 0.7409
2022-08-14 17:27:31,867 - mmseg - INFO - Iter [2950/40000] lr: 9.341e-05, eta: 4:04:14, time: 0.380, data_time: 0.015, memory: 20162, decode.loss_ce: 0.7414, decode.acc_seg: 73.8398, loss: 0.7414
2022-08-14 17:27:51,162 - mmseg - INFO - Exp name: fpn_512_nextvit_small_80k.py
2022-08-14 17:27:51,163 - mmseg - INFO - Iter [3000/40000] lr: 9.329e-05, eta: 4:03:49, time: 0.386, data_time: 0.013, memory: 20162, decode.loss_ce: 0.7332, decode.acc_seg: 73.7586, loss: 0.7332
2022-08-14 17:28:10,208 - mmseg - INFO - Iter [3050/40000] lr: 9.318e-05, eta: 4:03:20, time: 0.381, data_time: 0.015, memory: 20162, decode.loss_ce: 0.7695, decode.acc_seg: 72.8154, loss: 0.7695
2022-08-14 17:28:29,666 - mmseg - INFO - Iter [3100/40000] lr: 9.307e-05, eta: 4:02:57, time: 0.389, data_time: 0.017, memory: 20162, decode.loss_ce: 0.7029, decode.acc_seg: 74.9359, loss: 0.7029
2022-08-14 17:28:48,529 - mmseg - INFO - Iter [3150/40000] lr: 9.296e-05, eta: 4:02:27, time: 0.377, data_time: 0.016, memory: 20162, decode.loss_ce: 0.7187, decode.acc_seg: 74.6308, loss: 0.7187
2022-08-14 17:29:12,015 - mmseg - INFO - Iter [3200/40000] lr: 9.284e-05, eta: 4:02:50, time: 0.469, data_time: 0.096, memory: 20162, decode.loss_ce: 0.7377, decode.acc_seg: 74.1054, loss: 0.7377
2022-08-14 17:29:31,351 - mmseg - INFO - Iter [3250/40000] lr: 9.273e-05, eta: 4:02:25, time: 0.387, data_time: 0.018, memory: 20162, decode.loss_ce: 0.7057, decode.acc_seg: 75.1251, loss: 0.7057
2022-08-14 17:29:50,678 - mmseg - INFO - Iter [3300/40000] lr: 9.262e-05, eta: 4:02:00, time: 0.386, data_time: 0.014, memory: 20162, decode.loss_ce: 0.7129, decode.acc_seg: 74.6524, loss: 0.7129
2022-08-14 17:30:09,893 - mmseg - INFO - Iter [3350/40000] lr: 9.251e-05, eta: 4:01:34, time: 0.384, data_time: 0.014, memory: 20162, decode.loss_ce: 0.7237, decode.acc_seg: 74.1559, loss: 0.7237
2022-08-14 17:30:28,940 - mmseg - INFO - Iter [3400/40000] lr: 9.240e-05, eta: 4:01:06, time: 0.381, data_time: 0.014, memory: 20162, decode.loss_ce: 0.7109, decode.acc_seg: 74.7003, loss: 0.7109
2022-08-14 17:30:48,057 - mmseg - INFO - Iter [3450/40000] lr: 9.228e-05, eta: 4:00:40, time: 0.382, data_time: 0.015, memory: 20162, decode.loss_ce: 0.7086, decode.acc_seg: 74.9817, loss: 0.7086
2022-08-14 17:31:07,332 - mmseg - INFO - Iter [3500/40000] lr: 9.217e-05, eta: 4:00:15, time: 0.385, data_time: 0.015, memory: 20162, decode.loss_ce: 0.7175, decode.acc_seg: 74.3491, loss: 0.7175
2022-08-14 17:31:26,387 - mmseg - INFO - Iter [3550/40000] lr: 9.206e-05, eta: 3:59:48, time: 0.381, data_time: 0.014, memory: 20162, decode.loss_ce: 0.6930, decode.acc_seg: 74.9654, loss: 0.6930
2022-08-14 17:31:45,534 - mmseg - INFO - Iter [3600/40000] lr: 9.195e-05, eta: 3:59:22, time: 0.383, data_time: 0.014, memory: 20162, decode.loss_ce: 0.6983, decode.acc_seg: 75.0798, loss: 0.6983
2022-08-14 17:32:04,764 - mmseg - INFO - Iter [3650/40000] lr: 9.183e-05, eta: 3:58:58, time: 0.385, data_time: 0.016, memory: 20162, decode.loss_ce: 0.6999, decode.acc_seg: 74.7714, loss: 0.6999
2022-08-14 17:32:23,799 - mmseg - INFO - Iter [3700/40000] lr: 9.172e-05, eta: 3:58:31, time: 0.381, data_time: 0.013, memory: 20162, decode.loss_ce: 0.7220, decode.acc_seg: 74.4960, loss: 0.7220
2022-08-14 17:32:42,719 - mmseg - INFO - Iter [3750/40000] lr: 9.161e-05, eta: 3:58:04, time: 0.378, data_time: 0.015, memory: 20162, decode.loss_ce: 0.6906, decode.acc_seg: 74.8042, loss: 0.6906
2022-08-14 17:33:05,956 - mmseg - INFO - Iter [3800/40000] lr: 9.150e-05, eta: 3:58:18, time: 0.465, data_time: 0.091, memory: 20162, decode.loss_ce: 0.6793, decode.acc_seg: 75.6977, loss: 0.6793
2022-08-14 17:33:25,214 - mmseg - INFO - Iter [3850/40000] lr: 9.138e-05, eta: 3:57:53, time: 0.385, data_time: 0.015, memory: 20162, decode.loss_ce: 0.6894, decode.acc_seg: 76.0554, loss: 0.6894
2022-08-14 17:33:44,370 - mmseg - INFO - Iter [3900/40000] lr: 9.127e-05, eta: 3:57:28, time: 0.383, data_time: 0.014, memory: 20162, decode.loss_ce: 0.7029, decode.acc_seg: 75.1835, loss: 0.7029
2022-08-14 17:34:03,679 - mmseg - INFO - Iter [3950/40000] lr: 9.116e-05, eta: 3:57:04, time: 0.385, data_time: 0.015, memory: 20162, decode.loss_ce: 0.6617, decode.acc_seg: 76.3582, loss: 0.6617
2022-08-14 17:34:22,768 - mmseg - INFO - Saving checkpoint at 4000 iterations
2022-08-14 17:34:24,083 - mmseg - INFO - Exp name: fpn_512_nextvit_small_80k.py
2022-08-14 17:34:24,083 - mmseg - INFO - Iter [4000/40000] lr: 9.105e-05, eta: 3:56:51, time: 0.409, data_time: 0.017, memory: 20162, decode.loss_ce: 0.6930, decode.acc_seg: 74.9644, loss: 0.6930
2022-08-14 17:49:04,426 - mmseg - INFO - per class results:
2022-08-14 17:49:04,434 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 72.01 | 86.04 |
| building | 80.36 | 90.55 |
| sky | 93.51 | 96.41 |
| floor | 78.12 | 89.69 |
| tree | 72.37 | 87.19 |
| ceiling | 78.74 | 87.01 |
| road | 76.79 | 84.23 |
| bed | 84.02 | 93.97 |
| windowpane | 54.5 | 77.37 |
| grass | 65.01 | 81.68 |
| cabinet | 51.4 | 66.37 |
| sidewalk | 56.88 | 85.06 |
| person | 77.2 | 89.89 |
| earth | 35.05 | 46.13 |
| door | 34.29 | 51.4 |
| table | 47.42 | 67.96 |
| mountain | 50.83 | 66.76 |
| plant | 47.61 | 56.53 |
| curtain | 65.21 | 82.63 |
| chair | 48.09 | 68.11 |
| car | 80.36 | 91.84 |
| water | 47.55 | 62.55 |
| painting | 63.28 | 82.85 |
| sofa | 54.89 | 78.87 |
| shelf | 38.87 | 58.85 |
| house | 46.06 | 81.95 |
| sea | 62.84 | 85.42 |
| mirror | 44.79 | 54.14 |
| rug | 55.12 | 64.8 |
| field | 27.48 | 45.75 |
| armchair | 18.67 | 23.55 |
| seat | 57.97 | 71.47 |
| fence | 25.71 | 30.76 |
| desk | 33.44 | 56.6 |
| rock | 32.05 | 40.57 |
| wardrobe | 41.35 | 56.25 |
| lamp | 50.89 | 66.42 |
| bathtub | 62.97 | 75.07 |
| railing | 29.93 | 38.24 |
| cushion | 45.64 | 67.69 |
| base | 15.97 | 19.19 |
| box | 20.19 | 26.51 |
| column | 40.2 | 48.36 |
| signboard | 32.02 | 45.23 |
| chest of drawers | 36.18 | 53.47 |
| counter | 27.97 | 35.89 |
| sand | 35.58 | 51.93 |
| sink | 57.82 | 68.12 |
| skyscraper | 39.86 | 44.27 |
| fireplace | 59.2 | 76.04 |
| refrigerator | 47.09 | 75.13 |
| grandstand | 37.97 | 63.24 |
| path | 18.94 | 24.69 |
| stairs | 27.71 | 30.37 |
| runway | 66.68 | 90.83 |
| case | 48.95 | 77.13 |
| pool table | 89.17 | 95.85 |
| pillow | 44.45 | 54.54 |
| screen door | 50.19 | 63.5 |
| stairway | 29.81 | 36.71 |
| river | 14.15 | 36.91 |
| bridge | 60.35 | 68.84 |
| bookcase | 28.98 | 42.76 |
| blind | 17.08 | 17.78 |
| coffee table | 44.28 | 65.3 |
| toilet | 76.26 | 89.54 |
| flower | 30.17 | 52.77 |
| book | 40.81 | 63.63 |
| hill | 4.38 | 7.18 |
| bench | 39.18 | 42.74 |
| countertop | 44.92 | 56.0 |
| stove | 51.79 | 83.66 |
| palm | 43.16 | 54.34 |
| kitchen island | 28.53 | 60.41 |
| computer | 57.46 | 74.25 |
| swivel chair | 40.41 | 63.46 |
| boat | 37.98 | 77.5 |
| bar | 8.36 | 8.58 |
| arcade machine | 50.26 | 85.35 |
| hovel | 11.14 | 11.62 |
| bus | 79.97 | 87.29 |
| towel | 52.9 | 68.61 |
| light | 19.81 | 20.9 |
| truck | 24.68 | 32.42 |
| tower | 29.93 | 52.92 |
| chandelier | 55.54 | 74.66 |
| awning | 21.87 | 26.26 |
| streetlight | 12.27 | 14.6 |
| booth | 14.32 | 14.33 |
| television receiver | 65.55 | 74.65 |
| airplane | 46.68 | 64.8 |
| dirt track | 0.0 | 0.0 |
| apparel | 31.69 | 42.37 |
| pole | 16.48 | 20.98 |
| land | 0.0 | 0.0 |
| bannister | 1.53 | 1.66 |
| escalator | 2.36 | 2.37 |
| ottoman | 16.5 | 17.71 |
| bottle | 17.52 | 21.28 |
| buffet | 0.0 | 0.0 |
| poster | 0.12 | 0.12 |
| stage | 8.02 | 18.86 |
| van | 16.99 | 20.2 |
| ship | 0.36 | 0.36 |
| fountain | 41.94 | 49.23 |
| conveyer belt | 38.97 | 45.08 |
| canopy | 0.03 | 0.03 |
| washer | 63.51 | 68.12 |
| plaything | 20.27 | 33.01 |
| swimming pool | 36.99 | 50.13 |
| stool | 0.14 | 0.14 |
| barrel | 8.12 | 69.12 |
| basket | 24.74 | 32.92 |
| waterfall | 52.05 | 83.52 |
| tent | 79.22 | 99.44 |
| bag | 0.0 | 0.0 |
| minibike | 61.4 | 74.86 |
| cradle | 62.38 | 89.67 |
| oven | 0.51 | 0.57 |
| ball | 45.15 | 59.97 |
| food | 57.77 | 79.22 |
| step | 0.0 | 0.0 |
| tank | 34.89 | 35.34 |
| trade name | 17.14 | 18.43 |
| microwave | 58.41 | 78.01 |
| pot | 22.91 | 26.6 |
| animal | 59.46 | 67.57 |
| bicycle | 50.18 | 70.78 |
| lake | 0.0 | 0.0 |
| dishwasher | 16.3 | 18.32 |
| screen | 57.53 | 87.94 |
| blanket | 0.0 | 0.0 |
| sculpture | 35.52 | 42.24 |
| hood | 20.85 | 21.48 |
| sconce | 0.36 | 0.36 |
| vase | 19.34 | 25.51 |
| traffic light | 9.84 | 11.05 |
| tray | 0.31 | 0.31 |
| ashcan | 29.99 | 35.81 |
| fan | 19.05 | 19.7 |
| pier | 19.03 | 19.06 |
| crt screen | 0.08 | 0.08 |
| plate | 42.75 | 49.5 |
| monitor | 60.35 | 81.32 |
| bulletin board | 11.6 | 12.92 |
| shower | 0.0 | 0.0 |
| radiator | 2.85 | 2.85 |
| glass | 1.72 | 1.73 |
| clock | 10.42 | 10.89 |
| flag | 25.98 | 27.26 |
+---------------------+-------+-------+
2022-08-14 17:49:04,434 - mmseg - INFO - Summary:
2022-08-14 17:49:04,434 - mmseg - INFO -
+-------+-------+-------+
| aAcc | mIoU | mAcc |
+-------+-------+-------+
| 79.04 | 36.67 | 48.06 |
+-------+-------+-------+
2022-08-14 17:49:04,436 - mmseg - INFO - Exp name: fpn_512_nextvit_small_80k.py
2022-08-14 17:49:04,437 - mmseg - INFO - Iter(val) [250] aAcc: 0.7904, mIoU: 0.3667, mAcc: 0.4806, IoU.wall: 0.7201, IoU.building: 0.8036, IoU.sky: 0.9351, IoU.floor: 0.7812, IoU.tree: 0.7237, IoU.ceiling: 0.7874, IoU.road: 0.7679, IoU.bed : 0.8402, IoU.windowpane: 0.5450, IoU.grass: 0.6501, IoU.cabinet: 0.5140, IoU.sidewalk: 0.5688, IoU.person: 0.7720, IoU.earth: 0.3505, IoU.door: 0.3429, IoU.table: 0.4742, IoU.mountain: 0.5083, IoU.plant: 0.4761, IoU.curtain: 0.6521, IoU.chair: 0.4809, IoU.car: 0.8036, IoU.water: 0.4755, IoU.painting: 0.6328, IoU.sofa: 0.5489, IoU.shelf: 0.3887, IoU.house: 0.4606, IoU.sea: 0.6284, IoU.mirror: 0.4479, IoU.rug: 0.5512, IoU.field: 0.2748, IoU.armchair: 0.1867, IoU.seat: 0.5797, IoU.fence: 0.2571, IoU.desk: 0.3344, IoU.rock: 0.3205, IoU.wardrobe: 0.4135, IoU.lamp: 0.5089, IoU.bathtub: 0.6297, IoU.railing: 0.2993, IoU.cushion: 0.4564, IoU.base: 0.1597, IoU.box: 0.2019, IoU.column: 0.4020, IoU.signboard: 0.3202, IoU.chest of drawers: 0.3618, IoU.counter: 0.2797, IoU.sand: 0.3558, IoU.sink: 0.5782, IoU.skyscraper: 0.3986, IoU.fireplace: 0.5920, IoU.refrigerator: 0.4709, IoU.grandstand: 0.3797, IoU.path: 0.1894, IoU.stairs: 0.2771, IoU.runway: 0.6668, IoU.case: 0.4895, IoU.pool table: 0.8917, IoU.pillow: 0.4445, IoU.screen door: 0.5019, IoU.stairway: 0.2981, IoU.river: 0.1415, IoU.bridge: 0.6035, IoU.bookcase: 0.2898, IoU.blind: 0.1708, IoU.coffee table: 0.4428, IoU.toilet: 0.7626, IoU.flower: 0.3017, IoU.book: 0.4081, IoU.hill: 0.0438, IoU.bench: 0.3918, IoU.countertop: 0.4492, IoU.stove: 0.5179, IoU.palm: 0.4316, IoU.kitchen island: 0.2853, IoU.computer: 0.5746, IoU.swivel chair: 0.4041, IoU.boat: 0.3798, IoU.bar: 0.0836, IoU.arcade machine: 0.5026, IoU.hovel: 0.1114, IoU.bus: 0.7997, IoU.towel: 0.5290, IoU.light: 0.1981, IoU.truck: 0.2468, IoU.tower: 0.2993, IoU.chandelier: 0.5554, IoU.awning: 0.2187, IoU.streetlight: 0.1227, IoU.booth: 0.1432, IoU.television receiver: 0.6555, IoU.airplane: 0.4668, IoU.dirt track: 0.0000, IoU.apparel: 0.3169, IoU.pole: 0.1648, IoU.land: 0.0000, IoU.bannister: 0.0153, IoU.escalator: 0.0236, IoU.ottoman: 0.1650, IoU.bottle: 0.1752, IoU.buffet: 0.0000, IoU.poster: 0.0012, IoU.stage: 0.0802, IoU.van: 0.1699, IoU.ship: 0.0036, IoU.fountain: 0.4194, IoU.conveyer belt: 0.3897, IoU.canopy: 0.0003, IoU.washer: 0.6351, IoU.plaything: 0.2027, IoU.swimming pool: 0.3699, IoU.stool: 0.0014, IoU.barrel: 0.0812, IoU.basket: 0.2474, IoU.waterfall: 0.5205, IoU.tent: 0.7922, IoU.bag: 0.0000, IoU.minibike: 0.6140, IoU.cradle: 0.6238, IoU.oven: 0.0051, IoU.ball: 0.4515, IoU.food: 0.5777, IoU.step: 0.0000, IoU.tank: 0.3489, IoU.trade name: 0.1714, IoU.microwave: 0.5841, IoU.pot: 0.2291, IoU.animal: 0.5946, IoU.bicycle: 0.5018, IoU.lake: 0.0000, IoU.dishwasher: 0.1630, IoU.screen: 0.5753, IoU.blanket: 0.0000, IoU.sculpture: 0.3552, IoU.hood: 0.2085, IoU.sconce: 0.0036, IoU.vase: 0.1934, IoU.traffic light: 0.0984, IoU.tray: 0.0031, IoU.ashcan: 0.2999, IoU.fan: 0.1905, IoU.pier: 0.1903, IoU.crt screen: 0.0008, IoU.plate: 0.4275, IoU.monitor: 0.6035, IoU.bulletin board: 0.1160, IoU.shower: 0.0000, IoU.radiator: 0.0285, IoU.glass: 0.0172, IoU.clock: 0.1042, IoU.flag: 0.2598, Acc.wall: 0.8604, Acc.building: 0.9055, Acc.sky: 0.9641, Acc.floor: 0.8969, Acc.tree: 0.8719, Acc.ceiling: 0.8701, Acc.road: 0.8423, Acc.bed : 0.9397, Acc.windowpane: 0.7737, Acc.grass: 0.8168, Acc.cabinet: 0.6637, Acc.sidewalk: 0.8506, Acc.person: 0.8989, Acc.earth: 0.4613, Acc.door: 0.5140, Acc.table: 0.6796, Acc.mountain: 0.6676, Acc.plant: 0.5653, Acc.curtain: 0.8263, Acc.chair: 0.6811, Acc.car: 0.9184, Acc.water: 0.6255, Acc.painting: 0.8285, Acc.sofa: 0.7887, Acc.shelf: 0.5885, Acc.house: 0.8195, Acc.sea: 0.8542, Acc.mirror: 0.5414, Acc.rug: 0.6480, Acc.field: 0.4575, Acc.armchair: 0.2355, Acc.seat: 0.7147, Acc.fence: 0.3076, Acc.desk: 0.5660, Acc.rock: 0.4057, Acc.wardrobe: 0.5625, Acc.lamp: 0.6642, Acc.bathtub: 0.7507, Acc.railing: 0.3824, Acc.cushion: 0.6769, Acc.base: 0.1919, Acc.box: 0.2651, Acc.column: 0.4836, Acc.signboard: 0.4523, Acc.chest of drawers: 0.5347, Acc.counter: 0.3589, Acc.sand: 0.5193, Acc.sink: 0.6812, Acc.skyscraper: 0.4427, Acc.fireplace: 0.7604, Acc.refrigerator: 0.7513, Acc.grandstand: 0.6324, Acc.path: 0.2469, Acc.stairs: 0.3037, Acc.runway: 0.9083, Acc.case: 0.7713, Acc.pool table: 0.9585, Acc.pillow: 0.5454, Acc.screen door: 0.6350, Acc.stairway: 0.3671, Acc.river: 0.3691, Acc.bridge: 0.6884, Acc.bookcase: 0.4276, Acc.blind: 0.1778, Acc.coffee table: 0.6530, Acc.toilet: 0.8954, Acc.flower: 0.5277, Acc.book: 0.6363, Acc.hill: 0.0718, Acc.bench: 0.4274, Acc.countertop: 0.5600, Acc.stove: 0.8366, Acc.palm: 0.5434, Acc.kitchen island: 0.6041, Acc.computer: 0.7425, Acc.swivel chair: 0.6346, Acc.boat: 0.7750, Acc.bar: 0.0858, Acc.arcade machine: 0.8535, Acc.hovel: 0.1162, Acc.bus: 0.8729, Acc.towel: 0.6861, Acc.light: 0.2090, Acc.truck: 0.3242, Acc.tower: 0.5292, Acc.chandelier: 0.7466, Acc.awning: 0.2626, Acc.streetlight: 0.1460, Acc.booth: 0.1433, Acc.television receiver: 0.7465, Acc.airplane: 0.6480, Acc.dirt track: 0.0000, Acc.apparel: 0.4237, Acc.pole: 0.2098, Acc.land: 0.0000, Acc.bannister: 0.0166, Acc.escalator: 0.0237, Acc.ottoman: 0.1771, Acc.bottle: 0.2128, Acc.buffet: 0.0000, Acc.poster: 0.0012, Acc.stage: 0.1886, Acc.van: 0.2020, Acc.ship: 0.0036, Acc.fountain: 0.4923, Acc.conveyer belt: 0.4508, Acc.canopy: 0.0003, Acc.washer: 0.6812, Acc.plaything: 0.3301, Acc.swimming pool: 0.5013, Acc.stool: 0.0014, Acc.barrel: 0.6912, Acc.basket: 0.3292, Acc.waterfall: 0.8352, Acc.tent: 0.9944, Acc.bag: 0.0000, Acc.minibike: 0.7486, Acc.cradle: 0.8967, Acc.oven: 0.0057, Acc.ball: 0.5997, Acc.food: 0.7922, Acc.step: 0.0000, Acc.tank: 0.3534, Acc.trade name: 0.1843, Acc.microwave: 0.7801, Acc.pot: 0.2660, Acc.animal: 0.6757, Acc.bicycle: 0.7078, Acc.lake: 0.0000, Acc.dishwasher: 0.1832, Acc.screen: 0.8794, Acc.blanket: 0.0000, Acc.sculpture: 0.4224, Acc.hood: 0.2148, Acc.sconce: 0.0036, Acc.vase: 0.2551, Acc.traffic light: 0.1105, Acc.tray: 0.0031, Acc.ashcan: 0.3581, Acc.fan: 0.1970, Acc.pier: 0.1906, Acc.crt screen: 0.0008, Acc.plate: 0.4950, Acc.monitor: 0.8132, Acc.bulletin board: 0.1292, Acc.shower: 0.0000, Acc.radiator: 0.0285, Acc.glass: 0.0173, Acc.clock: 0.1089, Acc.flag: 0.2726
2022-08-14 17:49:23,349 - mmseg - INFO - Iter [4050/40000] lr: 9.093e-05, eta: 6:06:38, time: 17.985, data_time: 17.621, memory: 25762, decode.loss_ce: 0.6840, decode.acc_seg: 75.6392, loss: 0.6840
2022-08-14 17:49:42,628 - mmseg - INFO - Iter [4100/40000] lr: 9.082e-05, eta: 6:04:29, time: 0.385, data_time: 0.016, memory: 25762, decode.loss_ce: 0.6657, decode.acc_seg: 76.1033, loss: 0.6657
2022-08-14 17:50:01,898 - mmseg - INFO - Iter [4150/40000] lr: 9.071e-05, eta: 6:02:21, time: 0.385, data_time: 0.014, memory: 25762, decode.loss_ce: 0.6670, decode.acc_seg: 75.6910, loss: 0.6670
2022-08-14 17:50:21,040 - mmseg - INFO - Iter [4200/40000] lr: 9.060e-05, eta: 6:00:16, time: 0.383, data_time: 0.015, memory: 25762, decode.loss_ce: 0.6960, decode.acc_seg: 75.4515, loss: 0.6960
2022-08-14 17:50:40,289 - mmseg - INFO - Iter [4250/40000] lr: 9.048e-05, eta: 5:58:14, time: 0.385, data_time: 0.016, memory: 25762, decode.loss_ce: 0.6709, decode.acc_seg: 75.9136, loss: 0.6709
2022-08-14 17:50:59,368 - mmseg - INFO - Iter [4300/40000] lr: 9.037e-05, eta: 5:56:12, time: 0.382, data_time: 0.016, memory: 25762, decode.loss_ce: 0.6810, decode.acc_seg: 75.2139, loss: 0.6810
2022-08-14 17:51:18,271 - mmseg - INFO - Iter [4350/40000] lr: 9.026e-05, eta: 5:54:12, time: 0.378, data_time: 0.016, memory: 25762, decode.loss_ce: 0.6801, decode.acc_seg: 75.2792, loss: 0.6801
2022-08-14 17:51:37,455 - mmseg - INFO - Iter [4400/40000] lr: 9.015e-05, eta: 5:52:16, time: 0.384, data_time: 0.016, memory: 25762, decode.loss_ce: 0.6567, decode.acc_seg: 76.9679, loss: 0.6567
2022-08-14 17:52:00,654 - mmseg - INFO - Iter [4450/40000] lr: 9.003e-05, eta: 5:50:55, time: 0.464, data_time: 0.094, memory: 25762, decode.loss_ce: 0.6412, decode.acc_seg: 76.5719, loss: 0.6412
2022-08-14 17:52:19,789 - mmseg - INFO - Iter [4500/40000] lr: 8.992e-05, eta: 5:49:03, time: 0.383, data_time: 0.014, memory: 25762, decode.loss_ce: 0.6774, decode.acc_seg: 75.8252, loss: 0.6774
2022-08-14 17:52:38,961 - mmseg - INFO - Iter [4550/40000] lr: 8.981e-05, eta: 5:47:13, time: 0.383, data_time: 0.014, memory: 25762, decode.loss_ce: 0.6284, decode.acc_seg: 77.2277, loss: 0.6284
2022-08-14 17:52:57,990 - mmseg - INFO - Iter [4600/40000] lr: 8.969e-05, eta: 5:45:23, time: 0.381, data_time: 0.016, memory: 25762, decode.loss_ce: 0.6691, decode.acc_seg: 76.1327, loss: 0.6691
2022-08-14 17:53:16,944 - mmseg - INFO - Iter [4650/40000] lr: 8.958e-05, eta: 5:43:36, time: 0.379, data_time: 0.015, memory: 25762, decode.loss_ce: 0.6380, decode.acc_seg: 76.7202, loss: 0.6380
2022-08-14 17:53:36,029 - mmseg - INFO - Iter [4700/40000] lr: 8.947e-05, eta: 5:41:51, time: 0.382, data_time: 0.014, memory: 25762, decode.loss_ce: 0.6540, decode.acc_seg: 75.7289, loss: 0.6540
2022-08-14 17:53:55,154 - mmseg - INFO - Iter [4750/40000] lr: 8.936e-05, eta: 5:40:08, time: 0.382, data_time: 0.015, memory: 25762, decode.loss_ce: 0.6356, decode.acc_seg: 76.6379, loss: 0.6356
2022-08-14 17:54:14,367 - mmseg - INFO - Iter [4800/40000] lr: 8.924e-05, eta: 5:38:28, time: 0.384, data_time: 0.015, memory: 25762, decode.loss_ce: 0.6542, decode.acc_seg: 76.4774, loss: 0.6542
2022-08-14 17:54:33,772 - mmseg - INFO - Iter [4850/40000] lr: 8.913e-05, eta: 5:36:51, time: 0.388, data_time: 0.013, memory: 25762, decode.loss_ce: 0.6698, decode.acc_seg: 75.9919, loss: 0.6698
2022-08-14 17:54:52,748 - mmseg - INFO - Iter [4900/40000] lr: 8.902e-05, eta: 5:35:12, time: 0.379, data_time: 0.014, memory: 25762, decode.loss_ce: 0.6468, decode.acc_seg: 76.5937, loss: 0.6468
2022-08-14 17:55:11,925 - mmseg - INFO - Iter [4950/40000] lr: 8.890e-05, eta: 5:33:36, time: 0.383, data_time: 0.018, memory: 25762, decode.loss_ce: 0.6628, decode.acc_seg: 75.9527, loss: 0.6628
2022-08-14 17:55:31,189 - mmseg - INFO - Exp name: fpn_512_nextvit_small_80k.py
2022-08-14 17:55:31,190 - mmseg - INFO - Iter [5000/40000] lr: 8.879e-05, eta: 5:32:02, time: 0.386, data_time: 0.015, memory: 25762, decode.loss_ce: 0.6302, decode.acc_seg: 76.9292, loss: 0.6302
2022-08-14 17:55:54,097 - mmseg - INFO - Iter [5050/40000] lr: 8.868e-05, eta: 5:30:55, time: 0.458, data_time: 0.087, memory: 25762, decode.loss_ce: 0.6901, decode.acc_seg: 75.4089, loss: 0.6901
2022-08-14 17:56:13,772 - mmseg - INFO - Iter [5100/40000] lr: 8.857e-05, eta: 5:29:27, time: 0.393, data_time: 0.015, memory: 25762, decode.loss_ce: 0.6186, decode.acc_seg: 77.0918, loss: 0.6186
2022-08-14 17:56:32,824 - mmseg - INFO - Iter [5150/40000] lr: 8.845e-05, eta: 5:27:56, time: 0.381, data_time: 0.014, memory: 25762, decode.loss_ce: 0.6172, decode.acc_seg: 77.4123, loss: 0.6172
2022-08-14 17:56:52,004 - mmseg - INFO - Iter [5200/40000] lr: 8.834e-05, eta: 5:26:27, time: 0.383, data_time: 0.016, memory: 25762, decode.loss_ce: 0.6696, decode.acc_seg: 75.3746, loss: 0.6696
2022-08-14 17:57:11,195 - mmseg - INFO - Iter [5250/40000] lr: 8.823e-05, eta: 5:25:00, time: 0.384, data_time: 0.015, memory: 25762, decode.loss_ce: 0.6446, decode.acc_seg: 76.5152, loss: 0.6446
2022-08-14 17:57:30,482 - mmseg - INFO - Iter [5300/40000] lr: 8.811e-05, eta: 5:23:35, time: 0.386, data_time: 0.016, memory: 25762, decode.loss_ce: 0.6416, decode.acc_seg: 76.5539, loss: 0.6416
2022-08-14 17:57:49,503 - mmseg - INFO - Iter [5350/40000] lr: 8.800e-05, eta: 5:22:09, time: 0.381, data_time: 0.017, memory: 25762, decode.loss_ce: 0.6524, decode.acc_seg: 76.9472, loss: 0.6524
2022-08-14 17:58:08,661 - mmseg - INFO - Iter [5400/40000] lr: 8.789e-05, eta: 5:20:45, time: 0.383, data_time: 0.014, memory: 25762, decode.loss_ce: 0.6440, decode.acc_seg: 76.8314, loss: 0.6440
2022-08-14 17:58:28,024 - mmseg - INFO - Iter [5450/40000] lr: 8.778e-05, eta: 5:19:23, time: 0.387, data_time: 0.015, memory: 25762, decode.loss_ce: 0.6582, decode.acc_seg: 76.2635, loss: 0.6582
2022-08-14 17:58:46,978 - mmseg - INFO - Iter [5500/40000] lr: 8.766e-05, eta: 5:18:01, time: 0.380, data_time: 0.016, memory: 25762, decode.loss_ce: 0.6253, decode.acc_seg: 77.3060, loss: 0.6253
2022-08-14 17:59:06,122 - mmseg - INFO - Iter [5550/40000] lr: 8.755e-05, eta: 5:16:40, time: 0.383, data_time: 0.013, memory: 25762, decode.loss_ce: 0.6001, decode.acc_seg: 77.8405, loss: 0.6001
2022-08-14 17:59:25,083 - mmseg - INFO - Iter [5600/40000] lr: 8.744e-05, eta: 5:15:20, time: 0.379, data_time: 0.014, memory: 25762, decode.loss_ce: 0.6255, decode.acc_seg: 76.9910, loss: 0.6255
2022-08-14 17:59:43,996 - mmseg - INFO - Iter [5650/40000] lr: 8.732e-05, eta: 5:14:00, time: 0.378, data_time: 0.015, memory: 25762, decode.loss_ce: 0.6279, decode.acc_seg: 77.1237, loss: 0.6279
2022-08-14 18:00:07,255 - mmseg - INFO - Iter [5700/40000] lr: 8.721e-05, eta: 5:13:07, time: 0.465, data_time: 0.094, memory: 25762, decode.loss_ce: 0.6134, decode.acc_seg: 78.0413, loss: 0.6134
2022-08-14 18:00:25,961 - mmseg - INFO - Iter [5750/40000] lr: 8.710e-05, eta: 5:11:48, time: 0.374, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5961, decode.acc_seg: 77.5236, loss: 0.5961
2022-08-14 18:00:45,436 - mmseg - INFO - Iter [5800/40000] lr: 8.698e-05, eta: 5:10:35, time: 0.389, data_time: 0.017, memory: 25762, decode.loss_ce: 0.6261, decode.acc_seg: 77.3330, loss: 0.6261
2022-08-14 18:01:04,510 - mmseg - INFO - Iter [5850/40000] lr: 8.687e-05, eta: 5:09:20, time: 0.381, data_time: 0.014, memory: 25762, decode.loss_ce: 0.6044, decode.acc_seg: 77.8796, loss: 0.6044
2022-08-14 18:01:23,678 - mmseg - INFO - Iter [5900/40000] lr: 8.676e-05, eta: 5:08:06, time: 0.384, data_time: 0.016, memory: 25762, decode.loss_ce: 0.6218, decode.acc_seg: 77.2177, loss: 0.6218
2022-08-14 18:01:42,561 - mmseg - INFO - Iter [5950/40000] lr: 8.664e-05, eta: 5:06:52, time: 0.378, data_time: 0.013, memory: 25762, decode.loss_ce: 0.6012, decode.acc_seg: 77.6345, loss: 0.6012
2022-08-14 18:02:01,854 - mmseg - INFO - Exp name: fpn_512_nextvit_small_80k.py
2022-08-14 18:02:01,854 - mmseg - INFO - Iter [6000/40000] lr: 8.653e-05, eta: 5:05:41, time: 0.386, data_time: 0.017, memory: 25762, decode.loss_ce: 0.6190, decode.acc_seg: 77.5660, loss: 0.6190
2022-08-14 18:02:21,000 - mmseg - INFO - Iter [6050/40000] lr: 8.642e-05, eta: 5:04:30, time: 0.382, data_time: 0.016, memory: 25762, decode.loss_ce: 0.6027, decode.acc_seg: 78.1107, loss: 0.6027
2022-08-14 18:02:40,160 - mmseg - INFO - Iter [6100/40000] lr: 8.630e-05, eta: 5:03:20, time: 0.384, data_time: 0.015, memory: 25762, decode.loss_ce: 0.6143, decode.acc_seg: 77.6324, loss: 0.6143
2022-08-14 18:02:59,165 - mmseg - INFO - Iter [6150/40000] lr: 8.619e-05, eta: 5:02:10, time: 0.380, data_time: 0.014, memory: 25762, decode.loss_ce: 0.6383, decode.acc_seg: 76.9114, loss: 0.6383
2022-08-14 18:03:18,248 - mmseg - INFO - Iter [6200/40000] lr: 8.608e-05, eta: 5:01:02, time: 0.382, data_time: 0.016, memory: 25762, decode.loss_ce: 0.6327, decode.acc_seg: 77.3432, loss: 0.6327
2022-08-14 18:03:40,177 - mmseg - INFO - Iter [6250/40000] lr: 8.596e-05, eta: 5:00:09, time: 0.439, data_time: 0.019, memory: 25762, decode.loss_ce: 0.5887, decode.acc_seg: 78.3116, loss: 0.5887
2022-08-14 18:03:59,427 - mmseg - INFO - Iter [6300/40000] lr: 8.585e-05, eta: 4:59:03, time: 0.385, data_time: 0.015, memory: 25762, decode.loss_ce: 0.6198, decode.acc_seg: 77.6498, loss: 0.6198
2022-08-14 18:04:22,940 - mmseg - INFO - Iter [6350/40000] lr: 8.574e-05, eta: 4:58:19, time: 0.470, data_time: 0.093, memory: 25762, decode.loss_ce: 0.6249, decode.acc_seg: 77.0431, loss: 0.6249
2022-08-14 18:04:42,238 - mmseg - INFO - Iter [6400/40000] lr: 8.562e-05, eta: 4:57:15, time: 0.386, data_time: 0.016, memory: 25762, decode.loss_ce: 0.6073, decode.acc_seg: 77.6825, loss: 0.6073
2022-08-14 18:05:01,446 - mmseg - INFO - Iter [6450/40000] lr: 8.551e-05, eta: 4:56:10, time: 0.384, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5687, decode.acc_seg: 78.4418, loss: 0.5687
2022-08-14 18:05:20,627 - mmseg - INFO - Iter [6500/40000] lr: 8.540e-05, eta: 4:55:06, time: 0.383, data_time: 0.016, memory: 25762, decode.loss_ce: 0.6202, decode.acc_seg: 77.4699, loss: 0.6202
2022-08-14 18:05:39,912 - mmseg - INFO - Iter [6550/40000] lr: 8.528e-05, eta: 4:54:03, time: 0.386, data_time: 0.014, memory: 25762, decode.loss_ce: 0.6058, decode.acc_seg: 78.1309, loss: 0.6058
2022-08-14 18:05:59,012 - mmseg - INFO - Iter [6600/40000] lr: 8.517e-05, eta: 4:53:00, time: 0.382, data_time: 0.016, memory: 25762, decode.loss_ce: 0.6008, decode.acc_seg: 78.0943, loss: 0.6008
2022-08-14 18:06:18,195 - mmseg - INFO - Iter [6650/40000] lr: 8.506e-05, eta: 4:51:58, time: 0.384, data_time: 0.013, memory: 25762, decode.loss_ce: 0.5856, decode.acc_seg: 78.4000, loss: 0.5856
2022-08-14 18:06:37,030 - mmseg - INFO - Iter [6700/40000] lr: 8.494e-05, eta: 4:50:54, time: 0.377, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5735, decode.acc_seg: 78.5196, loss: 0.5735
2022-08-14 18:06:56,219 - mmseg - INFO - Iter [6750/40000] lr: 8.483e-05, eta: 4:49:54, time: 0.384, data_time: 0.017, memory: 25762, decode.loss_ce: 0.5981, decode.acc_seg: 78.2809, loss: 0.5981
2022-08-14 18:07:15,599 - mmseg - INFO - Iter [6800/40000] lr: 8.472e-05, eta: 4:48:54, time: 0.388, data_time: 0.013, memory: 25762, decode.loss_ce: 0.5822, decode.acc_seg: 78.4583, loss: 0.5822
2022-08-14 18:07:34,536 - mmseg - INFO - Iter [6850/40000] lr: 8.460e-05, eta: 4:47:54, time: 0.379, data_time: 0.018, memory: 25762, decode.loss_ce: 0.6153, decode.acc_seg: 77.5933, loss: 0.6153
2022-08-14 18:07:53,816 - mmseg - INFO - Iter [6900/40000] lr: 8.449e-05, eta: 4:46:55, time: 0.386, data_time: 0.014, memory: 25762, decode.loss_ce: 0.6170, decode.acc_seg: 77.1890, loss: 0.6170
2022-08-14 18:08:16,772 - mmseg - INFO - Iter [6950/40000] lr: 8.438e-05, eta: 4:46:14, time: 0.457, data_time: 0.083, memory: 25762, decode.loss_ce: 0.6192, decode.acc_seg: 77.1202, loss: 0.6192
2022-08-14 18:08:35,904 - mmseg - INFO - Exp name: fpn_512_nextvit_small_80k.py
2022-08-14 18:08:35,905 - mmseg - INFO - Iter [7000/40000] lr: 8.426e-05, eta: 4:45:16, time: 0.384, data_time: 0.019, memory: 25762, decode.loss_ce: 0.5811, decode.acc_seg: 78.1504, loss: 0.5811
2022-08-14 18:08:55,166 - mmseg - INFO - Iter [7050/40000] lr: 8.415e-05, eta: 4:44:19, time: 0.385, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5812, decode.acc_seg: 78.8377, loss: 0.5812
2022-08-14 18:09:14,376 - mmseg - INFO - Iter [7100/40000] lr: 8.404e-05, eta: 4:43:22, time: 0.384, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5725, decode.acc_seg: 78.6865, loss: 0.5725
2022-08-14 18:09:33,468 - mmseg - INFO - Iter [7150/40000] lr: 8.392e-05, eta: 4:42:25, time: 0.382, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5840, decode.acc_seg: 78.4650, loss: 0.5840
2022-08-14 18:09:52,552 - mmseg - INFO - Iter [7200/40000] lr: 8.381e-05, eta: 4:41:29, time: 0.382, data_time: 0.013, memory: 25762, decode.loss_ce: 0.5776, decode.acc_seg: 78.6570, loss: 0.5776
2022-08-14 18:10:11,762 - mmseg - INFO - Iter [7250/40000] lr: 8.370e-05, eta: 4:40:34, time: 0.384, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5783, decode.acc_seg: 78.7441, loss: 0.5783
2022-08-14 18:10:30,930 - mmseg - INFO - Iter [7300/40000] lr: 8.358e-05, eta: 4:39:39, time: 0.383, data_time: 0.017, memory: 25762, decode.loss_ce: 0.5995, decode.acc_seg: 77.8788, loss: 0.5995
2022-08-14 18:10:50,150 - mmseg - INFO - Iter [7350/40000] lr: 8.347e-05, eta: 4:38:44, time: 0.384, data_time: 0.015, memory: 25762, decode.loss_ce: 0.6050, decode.acc_seg: 77.7666, loss: 0.6050
2022-08-14 18:11:09,435 - mmseg - INFO - Iter [7400/40000] lr: 8.335e-05, eta: 4:37:51, time: 0.386, data_time: 0.016, memory: 25762, decode.loss_ce: 0.5986, decode.acc_seg: 77.8292, loss: 0.5986
2022-08-14 18:11:28,578 - mmseg - INFO - Iter [7450/40000] lr: 8.324e-05, eta: 4:36:57, time: 0.383, data_time: 0.016, memory: 25762, decode.loss_ce: 0.6041, decode.acc_seg: 77.9281, loss: 0.6041
2022-08-14 18:11:47,641 - mmseg - INFO - Iter [7500/40000] lr: 8.313e-05, eta: 4:36:04, time: 0.381, data_time: 0.014, memory: 25762, decode.loss_ce: 0.6005, decode.acc_seg: 77.9262, loss: 0.6005
2022-08-14 18:12:06,386 - mmseg - INFO - Iter [7550/40000] lr: 8.301e-05, eta: 4:35:09, time: 0.375, data_time: 0.016, memory: 25762, decode.loss_ce: 0.5760, decode.acc_seg: 78.6139, loss: 0.5760
2022-08-14 18:12:29,488 - mmseg - INFO - Iter [7600/40000] lr: 8.290e-05, eta: 4:34:34, time: 0.462, data_time: 0.090, memory: 25762, decode.loss_ce: 0.5633, decode.acc_seg: 79.1024, loss: 0.5633
2022-08-14 18:12:48,827 - mmseg - INFO - Iter [7650/40000] lr: 8.279e-05, eta: 4:33:43, time: 0.387, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5700, decode.acc_seg: 79.0569, loss: 0.5700
2022-08-14 18:13:07,751 - mmseg - INFO - Iter [7700/40000] lr: 8.267e-05, eta: 4:32:50, time: 0.378, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5786, decode.acc_seg: 78.8037, loss: 0.5786
2022-08-14 18:13:26,870 - mmseg - INFO - Iter [7750/40000] lr: 8.256e-05, eta: 4:31:59, time: 0.383, data_time: 0.018, memory: 25762, decode.loss_ce: 0.5597, decode.acc_seg: 79.3974, loss: 0.5597
2022-08-14 18:13:46,019 - mmseg - INFO - Iter [7800/40000] lr: 8.244e-05, eta: 4:31:08, time: 0.383, data_time: 0.013, memory: 25762, decode.loss_ce: 0.5697, decode.acc_seg: 78.5310, loss: 0.5697
2022-08-14 18:14:05,439 - mmseg - INFO - Iter [7850/40000] lr: 8.233e-05, eta: 4:30:19, time: 0.389, data_time: 0.016, memory: 25762, decode.loss_ce: 0.5837, decode.acc_seg: 78.1492, loss: 0.5837
2022-08-14 18:14:24,371 - mmseg - INFO - Iter [7900/40000] lr: 8.222e-05, eta: 4:29:28, time: 0.379, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5635, decode.acc_seg: 79.1602, loss: 0.5635
2022-08-14 18:14:43,705 - mmseg - INFO - Iter [7950/40000] lr: 8.210e-05, eta: 4:28:40, time: 0.387, data_time: 0.018, memory: 25762, decode.loss_ce: 0.5629, decode.acc_seg: 78.9191, loss: 0.5629
2022-08-14 18:15:02,702 - mmseg - INFO - Saving checkpoint at 8000 iterations
2022-08-14 18:15:04,055 - mmseg - INFO - Exp name: fpn_512_nextvit_small_80k.py
2022-08-14 18:15:04,055 - mmseg - INFO - Iter [8000/40000] lr: 8.199e-05, eta: 4:27:55, time: 0.407, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5459, decode.acc_seg: 79.6923, loss: 0.5459
2022-08-14 18:15:27,260 - mmseg - INFO - per class results:
2022-08-14 18:15:27,267 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 73.6 | 84.9 |
| building | 80.73 | 92.37 |
| sky | 93.45 | 97.99 |
| floor | 79.84 | 88.43 |
| tree | 71.8 | 80.76 |
| ceiling | 81.22 | 92.28 |
| road | 81.01 | 87.43 |
| bed | 85.39 | 93.44 |
| windowpane | 56.62 | 78.71 |
| grass | 66.38 | 79.49 |
| cabinet | 52.66 | 70.38 |
| sidewalk | 60.09 | 77.17 |
| person | 78.83 | 89.82 |
| earth | 35.16 | 53.02 |
| door | 37.38 | 47.5 |
| table | 51.91 | 69.08 |
| mountain | 57.07 | 75.53 |
| plant | 52.08 | 61.58 |
| curtain | 68.48 | 79.86 |
| chair | 50.66 | 74.21 |
| car | 81.38 | 92.68 |
| water | 51.59 | 68.18 |
| painting | 64.13 | 82.44 |
| sofa | 58.15 | 74.1 |
| shelf | 38.03 | 50.89 |
| house | 49.01 | 76.27 |
| sea | 59.2 | 86.55 |
| mirror | 51.44 | 63.57 |
| rug | 58.74 | 75.52 |
| field | 27.1 | 41.43 |
| armchair | 33.79 | 51.71 |
| seat | 59.46 | 73.08 |
| fence | 31.14 | 37.48 |
| desk | 36.29 | 58.5 |
| rock | 43.91 | 66.59 |
| wardrobe | 45.06 | 62.71 |
| lamp | 52.27 | 70.15 |
| bathtub | 61.37 | 78.17 |
| railing | 33.08 | 46.24 |
| cushion | 48.1 | 66.44 |
| base | 24.15 | 37.78 |
| box | 23.95 | 38.2 |
| column | 41.75 | 54.52 |
| signboard | 34.78 | 46.27 |
| chest of drawers | 29.54 | 55.16 |
| counter | 27.8 | 33.07 |
| sand | 28.33 | 50.09 |
| sink | 60.49 | 72.67 |
| skyscraper | 47.78 | 60.64 |
| fireplace | 63.05 | 76.41 |
| refrigerator | 54.05 | 76.23 |
| grandstand | 42.46 | 72.43 |
| path | 16.92 | 20.5 |
| stairs | 34.61 | 40.71 |
| runway | 68.0 | 92.79 |
| case | 62.2 | 76.36 |
| pool table | 91.05 | 94.37 |
| pillow | 42.02 | 46.98 |
| screen door | 52.77 | 64.48 |
| stairway | 34.05 | 44.23 |
| river | 15.1 | 23.14 |
| bridge | 63.94 | 82.1 |
| bookcase | 26.13 | 36.43 |
| blind | 31.13 | 32.85 |
| coffee table | 48.06 | 74.76 |
| toilet | 75.46 | 90.02 |
| flower | 32.48 | 46.75 |
| book | 45.85 | 69.99 |
| hill | 8.4 | 13.03 |
| bench | 43.68 | 51.01 |
| countertop | 51.08 | 75.67 |
| stove | 56.84 | 84.1 |
| palm | 44.41 | 64.36 |
| kitchen island | 27.09 | 72.78 |
| computer | 63.81 | 80.79 |
| swivel chair | 43.3 | 56.95 |
| boat | 65.57 | 85.71 |
| bar | 35.95 | 46.12 |
| arcade machine | 46.95 | 51.62 |
| hovel | 40.65 | 43.81 |
| bus | 79.46 | 88.93 |
| towel | 55.26 | 71.08 |
| light | 37.58 | 44.79 |
| truck | 27.54 | 38.5 |
| tower | 31.39 | 61.98 |
| chandelier | 58.75 | 75.39 |
| awning | 22.67 | 28.2 |
| streetlight | 18.78 | 23.95 |
| booth | 32.19 | 33.47 |
| television receiver | 64.1 | 78.87 |
| airplane | 51.68 | 67.23 |
| dirt track | 7.89 | 14.94 |
| apparel | 29.44 | 38.93 |
| pole | 11.94 | 14.39 |
| land | 0.34 | 0.35 |
| bannister | 6.48 | 7.44 |
| escalator | 40.64 | 58.97 |
| ottoman | 36.63 | 44.34 |
| bottle | 19.95 | 24.47 |
| buffet | 41.97 | 56.36 |
| poster | 5.55 | 6.92 |
| stage | 13.87 | 34.68 |
| van | 22.6 | 26.74 |
| ship | 37.1 | 38.89 |
| fountain | 33.41 | 34.03 |
| conveyer belt | 60.47 | 81.19 |
| canopy | 23.65 | 32.99 |
| washer | 61.02 | 71.08 |
| plaything | 29.58 | 48.75 |
| swimming pool | 60.18 | 82.68 |
| stool | 19.77 | 22.72 |
| barrel | 33.48 | 65.12 |
| basket | 25.2 | 35.84 |
| waterfall | 52.47 | 82.62 |
| tent | 91.53 | 98.87 |
| bag | 1.41 | 1.44 |
| minibike | 56.41 | 73.22 |
| cradle | 73.02 | 93.64 |
| oven | 11.73 | 22.0 |
| ball | 34.27 | 37.32 |
| food | 61.43 | 67.7 |
| step | 5.06 | 5.15 |
| tank | 52.68 | 56.87 |
| trade name | 10.24 | 10.74 |
| microwave | 56.45 | 67.89 |
| pot | 20.82 | 23.36 |
| animal | 56.28 | 59.29 |
| bicycle | 52.82 | 70.84 |
| lake | 4.76 | 5.13 |
| dishwasher | 29.58 | 34.96 |
| screen | 55.66 | 89.1 |
| blanket | 2.28 | 2.32 |
| sculpture | 54.19 | 60.9 |
| hood | 37.87 | 53.12 |
| sconce | 7.92 | 8.07 |
| vase | 24.41 | 36.22 |
| traffic light | 20.35 | 28.74 |
| tray | 3.28 | 3.45 |
| ashcan | 33.09 | 51.73 |
| fan | 42.95 | 49.6 |
| pier | 29.34 | 64.77 |
| crt screen | 3.25 | 10.19 |
| plate | 47.96 | 62.48 |
| monitor | 15.07 | 19.87 |
| bulletin board | 37.41 | 48.28 |
| shower | 0.0 | 0.0 |
| radiator | 53.34 | 61.13 |
| glass | 7.61 | 7.87 |
| clock | 19.53 | 21.73 |
| flag | 39.78 | 47.93 |
+---------------------+-------+-------+
2022-08-14 18:15:27,267 - mmseg - INFO - Summary:
2022-08-14 18:15:27,267 - mmseg - INFO -
+-------+-------+-------+
| aAcc | mIoU | mAcc |
+-------+-------+-------+
| 80.44 | 42.33 | 54.83 |
+-------+-------+-------+
2022-08-14 18:15:27,269 - mmseg - INFO - Exp name: fpn_512_nextvit_small_80k.py
2022-08-14 18:15:27,270 - mmseg - INFO - Iter(val) [250] aAcc: 0.8044, mIoU: 0.4233, mAcc: 0.5483, IoU.wall: 0.7360, IoU.building: 0.8073, IoU.sky: 0.9345, IoU.floor: 0.7984, IoU.tree: 0.7180, IoU.ceiling: 0.8122, IoU.road: 0.8101, IoU.bed : 0.8539, IoU.windowpane: 0.5662, IoU.grass: 0.6638, IoU.cabinet: 0.5266, IoU.sidewalk: 0.6009, IoU.person: 0.7883, IoU.earth: 0.3516, IoU.door: 0.3738, IoU.table: 0.5191, IoU.mountain: 0.5707, IoU.plant: 0.5208, IoU.curtain: 0.6848, IoU.chair: 0.5066, IoU.car: 0.8138, IoU.water: 0.5159, IoU.painting: 0.6413, IoU.sofa: 0.5815, IoU.shelf: 0.3803, IoU.house: 0.4901, IoU.sea: 0.5920, IoU.mirror: 0.5144, IoU.rug: 0.5874, IoU.field: 0.2710, IoU.armchair: 0.3379, IoU.seat: 0.5946, IoU.fence: 0.3114, IoU.desk: 0.3629, IoU.rock: 0.4391, IoU.wardrobe: 0.4506, IoU.lamp: 0.5227, IoU.bathtub: 0.6137, IoU.railing: 0.3308, IoU.cushion: 0.4810, IoU.base: 0.2415, IoU.box: 0.2395, IoU.column: 0.4175, IoU.signboard: 0.3478, IoU.chest of drawers: 0.2954, IoU.counter: 0.2780, IoU.sand: 0.2833, IoU.sink: 0.6049, IoU.skyscraper: 0.4778, IoU.fireplace: 0.6305, IoU.refrigerator: 0.5405, IoU.grandstand: 0.4246, IoU.path: 0.1692, IoU.stairs: 0.3461, IoU.runway: 0.6800, IoU.case: 0.6220, IoU.pool table: 0.9105, IoU.pillow: 0.4202, IoU.screen door: 0.5277, IoU.stairway: 0.3405, IoU.river: 0.1510, IoU.bridge: 0.6394, IoU.bookcase: 0.2613, IoU.blind: 0.3113, IoU.coffee table: 0.4806, IoU.toilet: 0.7546, IoU.flower: 0.3248, IoU.book: 0.4585, IoU.hill: 0.0840, IoU.bench: 0.4368, IoU.countertop: 0.5108, IoU.stove: 0.5684, IoU.palm: 0.4441, IoU.kitchen island: 0.2709, IoU.computer: 0.6381, IoU.swivel chair: 0.4330, IoU.boat: 0.6557, IoU.bar: 0.3595, IoU.arcade machine: 0.4695, IoU.hovel: 0.4065, IoU.bus: 0.7946, IoU.towel: 0.5526, IoU.light: 0.3758, IoU.truck: 0.2754, IoU.tower: 0.3139, IoU.chandelier: 0.5875, IoU.awning: 0.2267, IoU.streetlight: 0.1878, IoU.booth: 0.3219, IoU.television receiver: 0.6410, IoU.airplane: 0.5168, IoU.dirt track: 0.0789, IoU.apparel: 0.2944, IoU.pole: 0.1194, IoU.land: 0.0034, IoU.bannister: 0.0648, IoU.escalator: 0.4064, IoU.ottoman: 0.3663, IoU.bottle: 0.1995, IoU.buffet: 0.4197, IoU.poster: 0.0555, IoU.stage: 0.1387, IoU.van: 0.2260, IoU.ship: 0.3710, IoU.fountain: 0.3341, IoU.conveyer belt: 0.6047, IoU.canopy: 0.2365, IoU.washer: 0.6102, IoU.plaything: 0.2958, IoU.swimming pool: 0.6018, IoU.stool: 0.1977, IoU.barrel: 0.3348, IoU.basket: 0.2520, IoU.waterfall: 0.5247, IoU.tent: 0.9153, IoU.bag: 0.0141, IoU.minibike: 0.5641, IoU.cradle: 0.7302, IoU.oven: 0.1173, IoU.ball: 0.3427, IoU.food: 0.6143, IoU.step: 0.0506, IoU.tank: 0.5268, IoU.trade name: 0.1024, IoU.microwave: 0.5645, IoU.pot: 0.2082, IoU.animal: 0.5628, IoU.bicycle: 0.5282, IoU.lake: 0.0476, IoU.dishwasher: 0.2958, IoU.screen: 0.5566, IoU.blanket: 0.0228, IoU.sculpture: 0.5419, IoU.hood: 0.3787, IoU.sconce: 0.0792, IoU.vase: 0.2441, IoU.traffic light: 0.2035, IoU.tray: 0.0328, IoU.ashcan: 0.3309, IoU.fan: 0.4295, IoU.pier: 0.2934, IoU.crt screen: 0.0325, IoU.plate: 0.4796, IoU.monitor: 0.1507, IoU.bulletin board: 0.3741, IoU.shower: 0.0000, IoU.radiator: 0.5334, IoU.glass: 0.0761, IoU.clock: 0.1953, IoU.flag: 0.3978, Acc.wall: 0.8490, Acc.building: 0.9237, Acc.sky: 0.9799, Acc.floor: 0.8843, Acc.tree: 0.8076, Acc.ceiling: 0.9228, Acc.road: 0.8743, Acc.bed : 0.9344, Acc.windowpane: 0.7871, Acc.grass: 0.7949, Acc.cabinet: 0.7038, Acc.sidewalk: 0.7717, Acc.person: 0.8982, Acc.earth: 0.5302, Acc.door: 0.4750, Acc.table: 0.6908, Acc.mountain: 0.7553, Acc.plant: 0.6158, Acc.curtain: 0.7986, Acc.chair: 0.7421, Acc.car: 0.9268, Acc.water: 0.6818, Acc.painting: 0.8244, Acc.sofa: 0.7410, Acc.shelf: 0.5089, Acc.house: 0.7627, Acc.sea: 0.8655, Acc.mirror: 0.6357, Acc.rug: 0.7552, Acc.field: 0.4143, Acc.armchair: 0.5171, Acc.seat: 0.7308, Acc.fence: 0.3748, Acc.desk: 0.5850, Acc.rock: 0.6659, Acc.wardrobe: 0.6271, Acc.lamp: 0.7015, Acc.bathtub: 0.7817, Acc.railing: 0.4624, Acc.cushion: 0.6644, Acc.base: 0.3778, Acc.box: 0.3820, Acc.column: 0.5452, Acc.signboard: 0.4627, Acc.chest of drawers: 0.5516, Acc.counter: 0.3307, Acc.sand: 0.5009, Acc.sink: 0.7267, Acc.skyscraper: 0.6064, Acc.fireplace: 0.7641, Acc.refrigerator: 0.7623, Acc.grandstand: 0.7243, Acc.path: 0.2050, Acc.stairs: 0.4071, Acc.runway: 0.9279, Acc.case: 0.7636, Acc.pool table: 0.9437, Acc.pillow: 0.4698, Acc.screen door: 0.6448, Acc.stairway: 0.4423, Acc.river: 0.2314, Acc.bridge: 0.8210, Acc.bookcase: 0.3643, Acc.blind: 0.3285, Acc.coffee table: 0.7476, Acc.toilet: 0.9002, Acc.flower: 0.4675, Acc.book: 0.6999, Acc.hill: 0.1303, Acc.bench: 0.5101, Acc.countertop: 0.7567, Acc.stove: 0.8410, Acc.palm: 0.6436, Acc.kitchen island: 0.7278, Acc.computer: 0.8079, Acc.swivel chair: 0.5695, Acc.boat: 0.8571, Acc.bar: 0.4612, Acc.arcade machine: 0.5162, Acc.hovel: 0.4381, Acc.bus: 0.8893, Acc.towel: 0.7108, Acc.light: 0.4479, Acc.truck: 0.3850, Acc.tower: 0.6198, Acc.chandelier: 0.7539, Acc.awning: 0.2820, Acc.streetlight: 0.2395, Acc.booth: 0.3347, Acc.television receiver: 0.7887, Acc.airplane: 0.6723, Acc.dirt track: 0.1494, Acc.apparel: 0.3893, Acc.pole: 0.1439, Acc.land: 0.0035, Acc.bannister: 0.0744, Acc.escalator: 0.5897, Acc.ottoman: 0.4434, Acc.bottle: 0.2447, Acc.buffet: 0.5636, Acc.poster: 0.0692, Acc.stage: 0.3468, Acc.van: 0.2674, Acc.ship: 0.3889, Acc.fountain: 0.3403, Acc.conveyer belt: 0.8119, Acc.canopy: 0.3299, Acc.washer: 0.7108, Acc.plaything: 0.4875, Acc.swimming pool: 0.8268, Acc.stool: 0.2272, Acc.barrel: 0.6512, Acc.basket: 0.3584, Acc.waterfall: 0.8262, Acc.tent: 0.9887, Acc.bag: 0.0144, Acc.minibike: 0.7322, Acc.cradle: 0.9364, Acc.oven: 0.2200, Acc.ball: 0.3732, Acc.food: 0.6770, Acc.step: 0.0515, Acc.tank: 0.5687, Acc.trade name: 0.1074, Acc.microwave: 0.6789, Acc.pot: 0.2336, Acc.animal: 0.5929, Acc.bicycle: 0.7084, Acc.lake: 0.0513, Acc.dishwasher: 0.3496, Acc.screen: 0.8910, Acc.blanket: 0.0232, Acc.sculpture: 0.6090, Acc.hood: 0.5312, Acc.sconce: 0.0807, Acc.vase: 0.3622, Acc.traffic light: 0.2874, Acc.tray: 0.0345, Acc.ashcan: 0.5173, Acc.fan: 0.4960, Acc.pier: 0.6477, Acc.crt screen: 0.1019, Acc.plate: 0.6248, Acc.monitor: 0.1987, Acc.bulletin board: 0.4828, Acc.shower: 0.0000, Acc.radiator: 0.6113, Acc.glass: 0.0787, Acc.clock: 0.2173, Acc.flag: 0.4793
2022-08-14 18:15:46,215 - mmseg - INFO - Iter [8050/40000] lr: 8.188e-05, eta: 4:28:38, time: 0.843, data_time: 0.479, memory: 25762, decode.loss_ce: 0.5625, decode.acc_seg: 79.3152, loss: 0.5625
2022-08-14 18:16:05,596 - mmseg - INFO - Iter [8100/40000] lr: 8.176e-05, eta: 4:27:50, time: 0.388, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5839, decode.acc_seg: 78.4353, loss: 0.5839
2022-08-14 18:16:24,832 - mmseg - INFO - Iter [8150/40000] lr: 8.165e-05, eta: 4:27:01, time: 0.385, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5594, decode.acc_seg: 79.0197, loss: 0.5594
2022-08-14 18:16:43,277 - mmseg - INFO - Iter [8200/40000] lr: 8.153e-05, eta: 4:26:10, time: 0.369, data_time: 0.018, memory: 25762, decode.loss_ce: 0.5597, decode.acc_seg: 79.0250, loss: 0.5597
2022-08-14 18:17:06,833 - mmseg - INFO - Iter [8250/40000] lr: 8.142e-05, eta: 4:25:39, time: 0.471, data_time: 0.092, memory: 25762, decode.loss_ce: 0.5292, decode.acc_seg: 79.7777, loss: 0.5292
2022-08-14 18:17:25,712 - mmseg - INFO - Iter [8300/40000] lr: 8.131e-05, eta: 4:24:50, time: 0.377, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5648, decode.acc_seg: 79.1097, loss: 0.5648
2022-08-14 18:17:44,677 - mmseg - INFO - Iter [8350/40000] lr: 8.119e-05, eta: 4:24:02, time: 0.379, data_time: 0.013, memory: 25762, decode.loss_ce: 0.5359, decode.acc_seg: 79.9078, loss: 0.5359
2022-08-14 18:18:03,829 - mmseg - INFO - Iter [8400/40000] lr: 8.108e-05, eta: 4:23:15, time: 0.383, data_time: 0.018, memory: 25762, decode.loss_ce: 0.5466, decode.acc_seg: 79.9010, loss: 0.5466
2022-08-14 18:18:22,906 - mmseg - INFO - Iter [8450/40000] lr: 8.096e-05, eta: 4:22:28, time: 0.381, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5575, decode.acc_seg: 79.5805, loss: 0.5575
2022-08-14 18:18:41,921 - mmseg - INFO - Iter [8500/40000] lr: 8.085e-05, eta: 4:21:41, time: 0.381, data_time: 0.018, memory: 25762, decode.loss_ce: 0.5456, decode.acc_seg: 79.9030, loss: 0.5456
2022-08-14 18:19:01,270 - mmseg - INFO - Iter [8550/40000] lr: 8.074e-05, eta: 4:20:55, time: 0.386, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5626, decode.acc_seg: 79.4801, loss: 0.5626
2022-08-14 18:19:20,538 - mmseg - INFO - Iter [8600/40000] lr: 8.062e-05, eta: 4:20:10, time: 0.386, data_time: 0.016, memory: 25762, decode.loss_ce: 0.5468, decode.acc_seg: 79.7674, loss: 0.5468
2022-08-14 18:19:39,634 - mmseg - INFO - Iter [8650/40000] lr: 8.051e-05, eta: 4:19:24, time: 0.382, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5759, decode.acc_seg: 78.9143, loss: 0.5759
2022-08-14 18:19:58,654 - mmseg - INFO - Iter [8700/40000] lr: 8.039e-05, eta: 4:18:38, time: 0.380, data_time: 0.013, memory: 25762, decode.loss_ce: 0.5589, decode.acc_seg: 79.0914, loss: 0.5589
2022-08-14 18:20:17,974 - mmseg - INFO - Iter [8750/40000] lr: 8.028e-05, eta: 4:17:54, time: 0.387, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5604, decode.acc_seg: 78.9108, loss: 0.5604
2022-08-14 18:20:36,990 - mmseg - INFO - Iter [8800/40000] lr: 8.016e-05, eta: 4:17:09, time: 0.380, data_time: 0.016, memory: 25762, decode.loss_ce: 0.5433, decode.acc_seg: 79.8307, loss: 0.5433
2022-08-14 18:21:00,216 - mmseg - INFO - Iter [8850/40000] lr: 8.005e-05, eta: 4:16:39, time: 0.464, data_time: 0.111, memory: 25762, decode.loss_ce: 0.5528, decode.acc_seg: 79.5947, loss: 0.5528
2022-08-14 18:21:19,113 - mmseg - INFO - Iter [8900/40000] lr: 7.994e-05, eta: 4:15:54, time: 0.378, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5573, decode.acc_seg: 79.3052, loss: 0.5573
2022-08-14 18:21:38,176 - mmseg - INFO - Iter [8950/40000] lr: 7.982e-05, eta: 4:15:10, time: 0.381, data_time: 0.013, memory: 25762, decode.loss_ce: 0.5359, decode.acc_seg: 80.1165, loss: 0.5359
2022-08-14 18:21:57,175 - mmseg - INFO - Exp name: fpn_512_nextvit_small_80k.py
2022-08-14 18:21:57,176 - mmseg - INFO - Iter [9000/40000] lr: 7.971e-05, eta: 4:14:25, time: 0.380, data_time: 0.017, memory: 25762, decode.loss_ce: 0.5507, decode.acc_seg: 79.6937, loss: 0.5507
2022-08-14 18:22:16,245 - mmseg - INFO - Iter [9050/40000] lr: 7.959e-05, eta: 4:13:42, time: 0.381, data_time: 0.016, memory: 25762, decode.loss_ce: 0.5418, decode.acc_seg: 80.0133, loss: 0.5418
2022-08-14 18:22:35,447 - mmseg - INFO - Iter [9100/40000] lr: 7.948e-05, eta: 4:12:59, time: 0.384, data_time: 0.020, memory: 25762, decode.loss_ce: 0.5271, decode.acc_seg: 80.2644, loss: 0.5271
2022-08-14 18:22:54,744 - mmseg - INFO - Iter [9150/40000] lr: 7.937e-05, eta: 4:12:17, time: 0.386, data_time: 0.016, memory: 25762, decode.loss_ce: 0.5521, decode.acc_seg: 79.5671, loss: 0.5521
2022-08-14 18:23:13,886 - mmseg - INFO - Iter [9200/40000] lr: 7.925e-05, eta: 4:11:34, time: 0.383, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5672, decode.acc_seg: 78.7736, loss: 0.5672
2022-08-14 18:23:33,056 - mmseg - INFO - Iter [9250/40000] lr: 7.914e-05, eta: 4:10:52, time: 0.384, data_time: 0.017, memory: 25762, decode.loss_ce: 0.5572, decode.acc_seg: 79.0668, loss: 0.5572
2022-08-14 18:23:52,138 - mmseg - INFO - Iter [9300/40000] lr: 7.902e-05, eta: 4:10:10, time: 0.381, data_time: 0.013, memory: 25762, decode.loss_ce: 0.5295, decode.acc_seg: 80.3301, loss: 0.5295
2022-08-14 18:24:11,090 - mmseg - INFO - Iter [9350/40000] lr: 7.891e-05, eta: 4:09:27, time: 0.379, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5426, decode.acc_seg: 79.7624, loss: 0.5426
2022-08-14 18:24:30,451 - mmseg - INFO - Iter [9400/40000] lr: 7.879e-05, eta: 4:08:46, time: 0.387, data_time: 0.013, memory: 25762, decode.loss_ce: 0.5648, decode.acc_seg: 79.1097, loss: 0.5648
2022-08-14 18:24:49,619 - mmseg - INFO - Iter [9450/40000] lr: 7.868e-05, eta: 4:08:05, time: 0.383, data_time: 0.017, memory: 25762, decode.loss_ce: 0.5483, decode.acc_seg: 79.5337, loss: 0.5483
2022-08-14 18:25:12,929 - mmseg - INFO - Iter [9500/40000] lr: 7.856e-05, eta: 4:07:37, time: 0.466, data_time: 0.099, memory: 25762, decode.loss_ce: 0.5185, decode.acc_seg: 80.9221, loss: 0.5185
2022-08-14 18:25:31,972 - mmseg - INFO - Iter [9550/40000] lr: 7.845e-05, eta: 4:06:56, time: 0.381, data_time: 0.013, memory: 25762, decode.loss_ce: 0.5167, decode.acc_seg: 80.5468, loss: 0.5167
2022-08-14 18:25:51,001 - mmseg - INFO - Iter [9600/40000] lr: 7.834e-05, eta: 4:06:15, time: 0.381, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5320, decode.acc_seg: 80.0206, loss: 0.5320
2022-08-14 18:26:10,097 - mmseg - INFO - Iter [9650/40000] lr: 7.822e-05, eta: 4:05:34, time: 0.382, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5280, decode.acc_seg: 80.1820, loss: 0.5280
2022-08-14 18:26:29,069 - mmseg - INFO - Iter [9700/40000] lr: 7.811e-05, eta: 4:04:53, time: 0.380, data_time: 0.016, memory: 25762, decode.loss_ce: 0.5242, decode.acc_seg: 80.7984, loss: 0.5242
2022-08-14 18:26:47,988 - mmseg - INFO - Iter [9750/40000] lr: 7.799e-05, eta: 4:04:12, time: 0.378, data_time: 0.016, memory: 25762, decode.loss_ce: 0.5205, decode.acc_seg: 80.4773, loss: 0.5205
2022-08-14 18:27:07,002 - mmseg - INFO - Iter [9800/40000] lr: 7.788e-05, eta: 4:03:32, time: 0.380, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5708, decode.acc_seg: 78.7706, loss: 0.5708
2022-08-14 18:27:26,070 - mmseg - INFO - Iter [9850/40000] lr: 7.776e-05, eta: 4:02:52, time: 0.381, data_time: 0.016, memory: 25762, decode.loss_ce: 0.5576, decode.acc_seg: 79.4537, loss: 0.5576
2022-08-14 18:27:45,093 - mmseg - INFO - Iter [9900/40000] lr: 7.765e-05, eta: 4:02:13, time: 0.380, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5325, decode.acc_seg: 80.5353, loss: 0.5325
2022-08-14 18:28:04,220 - mmseg - INFO - Iter [9950/40000] lr: 7.753e-05, eta: 4:01:33, time: 0.382, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5437, decode.acc_seg: 80.0935, loss: 0.5437
2022-08-14 18:28:23,379 - mmseg - INFO - Exp name: fpn_512_nextvit_small_80k.py
2022-08-14 18:28:23,379 - mmseg - INFO - Iter [10000/40000] lr: 7.742e-05, eta: 4:00:54, time: 0.383, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5175, decode.acc_seg: 80.4917, loss: 0.5175
2022-08-14 18:28:41,940 - mmseg - INFO - Iter [10050/40000] lr: 7.730e-05, eta: 4:00:14, time: 0.371, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5292, decode.acc_seg: 79.7445, loss: 0.5292
2022-08-14 18:29:04,940 - mmseg - INFO - Iter [10100/40000] lr: 7.719e-05, eta: 3:59:46, time: 0.460, data_time: 0.102, memory: 25762, decode.loss_ce: 0.5356, decode.acc_seg: 79.6860, loss: 0.5356
2022-08-14 18:29:24,186 - mmseg - INFO - Iter [10150/40000] lr: 7.708e-05, eta: 3:59:08, time: 0.384, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5119, decode.acc_seg: 80.8483, loss: 0.5119
2022-08-14 18:29:43,325 - mmseg - INFO - Iter [10200/40000] lr: 7.696e-05, eta: 3:58:30, time: 0.383, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5273, decode.acc_seg: 80.3480, loss: 0.5273
2022-08-14 18:30:02,329 - mmseg - INFO - Iter [10250/40000] lr: 7.685e-05, eta: 3:57:51, time: 0.380, data_time: 0.016, memory: 25762, decode.loss_ce: 0.5339, decode.acc_seg: 79.9163, loss: 0.5339
2022-08-14 18:30:21,398 - mmseg - INFO - Iter [10300/40000] lr: 7.673e-05, eta: 3:57:13, time: 0.381, data_time: 0.013, memory: 25762, decode.loss_ce: 0.5384, decode.acc_seg: 79.8625, loss: 0.5384
2022-08-14 18:30:40,357 - mmseg - INFO - Iter [10350/40000] lr: 7.662e-05, eta: 3:56:35, time: 0.379, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5230, decode.acc_seg: 80.4180, loss: 0.5230
2022-08-14 18:30:59,825 - mmseg - INFO - Iter [10400/40000] lr: 7.650e-05, eta: 3:55:58, time: 0.389, data_time: 0.016, memory: 25762, decode.loss_ce: 0.5205, decode.acc_seg: 80.5495, loss: 0.5205
2022-08-14 18:31:18,945 - mmseg - INFO - Iter [10450/40000] lr: 7.639e-05, eta: 3:55:21, time: 0.383, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5215, decode.acc_seg: 80.4735, loss: 0.5215
2022-08-14 18:31:37,738 - mmseg - INFO - Iter [10500/40000] lr: 7.627e-05, eta: 3:54:43, time: 0.376, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5351, decode.acc_seg: 79.6895, loss: 0.5351
2022-08-14 18:31:56,803 - mmseg - INFO - Iter [10550/40000] lr: 7.616e-05, eta: 3:54:05, time: 0.381, data_time: 0.016, memory: 25762, decode.loss_ce: 0.5034, decode.acc_seg: 80.6549, loss: 0.5034
2022-08-14 18:32:15,759 - mmseg - INFO - Iter [10600/40000] lr: 7.604e-05, eta: 3:53:28, time: 0.379, data_time: 0.018, memory: 25762, decode.loss_ce: 0.5500, decode.acc_seg: 79.4170, loss: 0.5500
2022-08-14 18:32:34,938 - mmseg - INFO - Iter [10650/40000] lr: 7.593e-05, eta: 3:52:51, time: 0.384, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5163, decode.acc_seg: 80.6132, loss: 0.5163
2022-08-14 18:32:54,199 - mmseg - INFO - Iter [10700/40000] lr: 7.581e-05, eta: 3:52:15, time: 0.385, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5298, decode.acc_seg: 80.2845, loss: 0.5298
2022-08-14 18:33:17,222 - mmseg - INFO - Iter [10750/40000] lr: 7.570e-05, eta: 3:51:49, time: 0.460, data_time: 0.071, memory: 25762, decode.loss_ce: 0.5120, decode.acc_seg: 80.7410, loss: 0.5120
2022-08-14 18:33:36,467 - mmseg - INFO - Iter [10800/40000] lr: 7.558e-05, eta: 3:51:13, time: 0.385, data_time: 0.016, memory: 25762, decode.loss_ce: 0.4894, decode.acc_seg: 81.5298, loss: 0.4894
2022-08-14 18:33:55,436 - mmseg - INFO - Iter [10850/40000] lr: 7.547e-05, eta: 3:50:36, time: 0.380, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5071, decode.acc_seg: 80.8823, loss: 0.5071
2022-08-14 18:34:14,655 - mmseg - INFO - Iter [10900/40000] lr: 7.535e-05, eta: 3:50:01, time: 0.384, data_time: 0.016, memory: 25762, decode.loss_ce: 0.4972, decode.acc_seg: 81.4391, loss: 0.4972
2022-08-14 18:34:33,713 - mmseg - INFO - Iter [10950/40000] lr: 7.524e-05, eta: 3:49:25, time: 0.381, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5037, decode.acc_seg: 80.9395, loss: 0.5037
2022-08-14 18:34:53,106 - mmseg - INFO - Exp name: fpn_512_nextvit_small_80k.py
2022-08-14 18:34:53,107 - mmseg - INFO - Iter [11000/40000] lr: 7.512e-05, eta: 3:48:50, time: 0.388, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5249, decode.acc_seg: 80.4019, loss: 0.5249
2022-08-14 18:35:12,077 - mmseg - INFO - Iter [11050/40000] lr: 7.501e-05, eta: 3:48:14, time: 0.380, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5387, decode.acc_seg: 79.7252, loss: 0.5387
2022-08-14 18:35:31,525 - mmseg - INFO - Iter [11100/40000] lr: 7.489e-05, eta: 3:47:39, time: 0.389, data_time: 0.013, memory: 25762, decode.loss_ce: 0.5101, decode.acc_seg: 80.5653, loss: 0.5101
2022-08-14 18:35:50,854 - mmseg - INFO - Iter [11150/40000] lr: 7.478e-05, eta: 3:47:04, time: 0.386, data_time: 0.017, memory: 25762, decode.loss_ce: 0.5111, decode.acc_seg: 80.7536, loss: 0.5111
2022-08-14 18:36:09,907 - mmseg - INFO - Iter [11200/40000] lr: 7.466e-05, eta: 3:46:29, time: 0.381, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5051, decode.acc_seg: 81.3314, loss: 0.5051
2022-08-14 18:36:28,961 - mmseg - INFO - Iter [11250/40000] lr: 7.455e-05, eta: 3:45:54, time: 0.381, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5360, decode.acc_seg: 80.2227, loss: 0.5360
2022-08-14 18:36:47,950 - mmseg - INFO - Iter [11300/40000] lr: 7.443e-05, eta: 3:45:18, time: 0.380, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5332, decode.acc_seg: 79.8779, loss: 0.5332
2022-08-14 18:37:07,051 - mmseg - INFO - Iter [11350/40000] lr: 7.432e-05, eta: 3:44:44, time: 0.382, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5336, decode.acc_seg: 80.2638, loss: 0.5336
2022-08-14 18:37:30,407 - mmseg - INFO - Iter [11400/40000] lr: 7.420e-05, eta: 3:44:20, time: 0.467, data_time: 0.078, memory: 25762, decode.loss_ce: 0.5085, decode.acc_seg: 81.1854, loss: 0.5085
2022-08-14 18:37:49,391 - mmseg - INFO - Iter [11450/40000] lr: 7.409e-05, eta: 3:43:45, time: 0.380, data_time: 0.016, memory: 25762, decode.loss_ce: 0.4957, decode.acc_seg: 81.6280, loss: 0.4957
2022-08-14 18:38:08,443 - mmseg - INFO - Iter [11500/40000] lr: 7.397e-05, eta: 3:43:10, time: 0.381, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5146, decode.acc_seg: 80.6348, loss: 0.5146
2022-08-14 18:38:27,503 - mmseg - INFO - Iter [11550/40000] lr: 7.386e-05, eta: 3:42:36, time: 0.381, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5198, decode.acc_seg: 80.5559, loss: 0.5198
2022-08-14 18:38:46,431 - mmseg - INFO - Iter [11600/40000] lr: 7.374e-05, eta: 3:42:01, time: 0.378, data_time: 0.016, memory: 25762, decode.loss_ce: 0.5013, decode.acc_seg: 81.1094, loss: 0.5013
2022-08-14 18:39:05,534 - mmseg - INFO - Iter [11650/40000] lr: 7.363e-05, eta: 3:41:27, time: 0.382, data_time: 0.017, memory: 25762, decode.loss_ce: 0.5115, decode.acc_seg: 81.0394, loss: 0.5115
2022-08-14 18:39:24,778 - mmseg - INFO - Iter [11700/40000] lr: 7.351e-05, eta: 3:40:54, time: 0.385, data_time: 0.016, memory: 25762, decode.loss_ce: 0.5180, decode.acc_seg: 80.6368, loss: 0.5180
2022-08-14 18:39:43,900 - mmseg - INFO - Iter [11750/40000] lr: 7.340e-05, eta: 3:40:20, time: 0.382, data_time: 0.015, memory: 25762, decode.loss_ce: 0.4983, decode.acc_seg: 81.3462, loss: 0.4983
2022-08-14 18:40:02,888 - mmseg - INFO - Iter [11800/40000] lr: 7.328e-05, eta: 3:39:46, time: 0.381, data_time: 0.016, memory: 25762, decode.loss_ce: 0.5199, decode.acc_seg: 80.7913, loss: 0.5199
2022-08-14 18:40:22,132 - mmseg - INFO - Iter [11850/40000] lr: 7.316e-05, eta: 3:39:13, time: 0.385, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5117, decode.acc_seg: 80.6726, loss: 0.5117
2022-08-14 18:40:41,190 - mmseg - INFO - Iter [11900/40000] lr: 7.305e-05, eta: 3:38:39, time: 0.381, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5062, decode.acc_seg: 80.9487, loss: 0.5062
2022-08-14 18:41:00,598 - mmseg - INFO - Iter [11950/40000] lr: 7.293e-05, eta: 3:38:07, time: 0.388, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5170, decode.acc_seg: 80.7638, loss: 0.5170
2022-08-14 18:41:23,557 - mmseg - INFO - Saving checkpoint at 12000 iterations
2022-08-14 18:41:24,897 - mmseg - INFO - Exp name: fpn_512_nextvit_small_80k.py
2022-08-14 18:41:24,897 - mmseg - INFO - Iter [12000/40000] lr: 7.282e-05, eta: 3:37:46, time: 0.487, data_time: 0.084, memory: 25762, decode.loss_ce: 0.5023, decode.acc_seg: 81.3154, loss: 0.5023
2022-08-14 18:41:47,931 - mmseg - INFO - per class results:
2022-08-14 18:41:47,939 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 74.21 | 84.86 |
| building | 82.82 | 91.61 |
| sky | 93.89 | 97.64 |
| floor | 80.54 | 90.5 |
| tree | 73.23 | 87.46 |
| ceiling | 81.46 | 91.36 |
| road | 80.95 | 89.28 |
| bed | 85.1 | 95.24 |
| windowpane | 57.67 | 77.98 |
| grass | 63.21 | 77.54 |
| cabinet | 53.75 | 65.63 |
| sidewalk | 62.24 | 76.14 |
| person | 79.0 | 89.69 |
| earth | 35.21 | 50.15 |
| door | 39.8 | 56.28 |
| table | 51.67 | 75.95 |
| mountain | 55.29 | 68.54 |
| plant | 51.14 | 60.85 |
| curtain | 68.76 | 82.45 |
| chair | 51.76 | 67.83 |
| car | 83.14 | 91.79 |
| water | 54.5 | 73.02 |
| painting | 66.43 | 84.3 |
| sofa | 60.91 | 81.84 |
| shelf | 42.13 | 64.97 |
| house | 52.68 | 76.61 |
| sea | 61.19 | 83.68 |
| mirror | 53.88 | 59.54 |
| rug | 60.97 | 71.9 |
| field | 32.92 | 59.55 |
| armchair | 32.96 | 44.74 |
| seat | 63.61 | 80.0 |
| fence | 43.67 | 54.21 |
| desk | 39.97 | 61.17 |
| rock | 38.76 | 59.66 |
| wardrobe | 45.12 | 61.61 |
| lamp | 54.04 | 63.46 |
| bathtub | 67.57 | 76.23 |
| railing | 34.33 | 47.96 |
| cushion | 51.75 | 64.72 |
| base | 23.97 | 33.28 |
| box | 22.61 | 29.54 |
| column | 42.43 | 53.22 |
| signboard | 36.11 | 49.01 |
| chest of drawers | 32.61 | 58.02 |
| counter | 33.77 | 38.43 |
| sand | 37.08 | 47.09 |
| sink | 65.26 | 76.42 |
| skyscraper | 54.64 | 62.7 |
| fireplace | 63.33 | 86.44 |
| refrigerator | 53.16 | 81.65 |
| grandstand | 40.05 | 68.94 |
| path | 22.61 | 37.38 |
| stairs | 30.59 | 36.35 |
| runway | 69.9 | 95.44 |
| case | 62.59 | 86.01 |
| pool table | 90.75 | 96.49 |
| pillow | 55.61 | 67.88 |
| screen door | 58.42 | 76.76 |
| stairway | 36.43 | 45.48 |
| river | 9.62 | 16.18 |
| bridge | 53.24 | 82.72 |
| bookcase | 27.17 | 43.09 |
| blind | 33.79 | 36.94 |
| coffee table | 48.01 | 78.94 |
| toilet | 77.88 | 90.94 |
| flower | 32.95 | 45.93 |
| book | 43.1 | 68.93 |
| hill | 3.64 | 6.09 |
| bench | 45.86 | 54.44 |
| countertop | 52.74 | 72.44 |
| stove | 59.98 | 75.51 |
| palm | 46.08 | 63.67 |
| kitchen island | 31.24 | 74.98 |
| computer | 63.72 | 79.58 |
| swivel chair | 47.61 | 64.07 |
| boat | 56.11 | 63.6 |
| bar | 33.25 | 41.69 |
| arcade machine | 72.53 | 95.11 |
| hovel | 56.43 | 65.49 |
| bus | 83.53 | 93.23 |
| towel | 57.59 | 69.68 |
| light | 37.88 | 43.27 |
| truck | 32.66 | 49.34 |
| tower | 17.04 | 28.53 |
| chandelier | 61.97 | 81.84 |
| awning | 21.19 | 24.18 |
| streetlight | 19.37 | 24.4 |
| booth | 38.04 | 41.36 |
| television receiver | 68.72 | 78.54 |
| airplane | 54.15 | 66.18 |
| dirt track | 3.42 | 19.42 |
| apparel | 31.54 | 51.57 |
| pole | 12.66 | 14.73 |
| land | 0.0 | 0.0 |
| bannister | 7.58 | 10.0 |
| escalator | 30.55 | 32.57 |
| ottoman | 31.63 | 40.21 |
| bottle | 13.9 | 15.52 |
| buffet | 51.53 | 80.45 |
| poster | 7.73 | 9.27 |
| stage | 12.9 | 17.06 |
| van | 37.98 | 44.09 |
| ship | 30.88 | 39.81 |
| fountain | 20.51 | 21.24 |
| conveyer belt | 61.1 | 80.25 |
| canopy | 22.02 | 29.55 |
| washer | 61.86 | 74.71 |
| plaything | 27.43 | 39.89 |
| swimming pool | 44.94 | 77.04 |
| stool | 26.74 | 33.31 |
| barrel | 41.39 | 65.26 |
| basket | 32.25 | 40.23 |
| waterfall | 54.66 | 90.77 |
| tent | 92.79 | 97.87 |
| bag | 3.82 | 3.99 |
| minibike | 60.97 | 87.64 |
| cradle | 68.38 | 93.59 |
| oven | 16.28 | 36.44 |
| ball | 44.17 | 51.87 |
| food | 55.06 | 62.15 |
| step | 3.25 | 3.27 |
| tank | 44.45 | 66.97 |
| trade name | 25.53 | 29.86 |
| microwave | 49.82 | 58.49 |
| pot | 33.31 | 38.55 |
| animal | 55.48 | 59.46 |
| bicycle | 54.86 | 75.33 |
| lake | 1.73 | 1.97 |
| dishwasher | 37.46 | 44.36 |
| screen | 69.45 | 86.97 |
| blanket | 0.0 | 0.0 |
| sculpture | 51.93 | 71.49 |
| hood | 38.46 | 44.85 |
| sconce | 13.04 | 13.85 |
| vase | 29.74 | 43.77 |
| traffic light | 24.37 | 44.24 |
| tray | 1.4 | 1.54 |
| ashcan | 36.27 | 53.85 |
| fan | 49.99 | 69.6 |
| pier | 30.26 | 41.0 |
| crt screen | 4.29 | 5.83 |
| plate | 49.12 | 69.85 |
| monitor | 43.59 | 60.06 |
| bulletin board | 40.03 | 50.01 |
| shower | 0.0 | 0.0 |
| radiator | 54.88 | 64.42 |
| glass | 2.9 | 2.94 |
| clock | 24.66 | 27.3 |
| flag | 31.59 | 35.68 |
+---------------------+-------+-------+
2022-08-14 18:41:47,939 - mmseg - INFO - Summary:
2022-08-14 18:41:47,939 - mmseg - INFO -
+-------+-------+-------+
| aAcc | mIoU | mAcc |
+-------+-------+-------+
| 81.13 | 43.93 | 56.74 |
+-------+-------+-------+
2022-08-14 18:41:47,941 - mmseg - INFO - Exp name: fpn_512_nextvit_small_80k.py
2022-08-14 18:41:47,942 - mmseg - INFO - Iter(val) [250] aAcc: 0.8113, mIoU: 0.4393, mAcc: 0.5674, IoU.wall: 0.7421, IoU.building: 0.8282, IoU.sky: 0.9389, IoU.floor: 0.8054, IoU.tree: 0.7323, IoU.ceiling: 0.8146, IoU.road: 0.8095, IoU.bed : 0.8510, IoU.windowpane: 0.5767, IoU.grass: 0.6321, IoU.cabinet: 0.5375, IoU.sidewalk: 0.6224, IoU.person: 0.7900, IoU.earth: 0.3521, IoU.door: 0.3980, IoU.table: 0.5167, IoU.mountain: 0.5529, IoU.plant: 0.5114, IoU.curtain: 0.6876, IoU.chair: 0.5176, IoU.car: 0.8314, IoU.water: 0.5450, IoU.painting: 0.6643, IoU.sofa: 0.6091, IoU.shelf: 0.4213, IoU.house: 0.5268, IoU.sea: 0.6119, IoU.mirror: 0.5388, IoU.rug: 0.6097, IoU.field: 0.3292, IoU.armchair: 0.3296, IoU.seat: 0.6361, IoU.fence: 0.4367, IoU.desk: 0.3997, IoU.rock: 0.3876, IoU.wardrobe: 0.4512, IoU.lamp: 0.5404, IoU.bathtub: 0.6757, IoU.railing: 0.3433, IoU.cushion: 0.5175, IoU.base: 0.2397, IoU.box: 0.2261, IoU.column: 0.4243, IoU.signboard: 0.3611, IoU.chest of drawers: 0.3261, IoU.counter: 0.3377, IoU.sand: 0.3708, IoU.sink: 0.6526, IoU.skyscraper: 0.5464, IoU.fireplace: 0.6333, IoU.refrigerator: 0.5316, IoU.grandstand: 0.4005, IoU.path: 0.2261, IoU.stairs: 0.3059, IoU.runway: 0.6990, IoU.case: 0.6259, IoU.pool table: 0.9075, IoU.pillow: 0.5561, IoU.screen door: 0.5842, IoU.stairway: 0.3643, IoU.river: 0.0962, IoU.bridge: 0.5324, IoU.bookcase: 0.2717, IoU.blind: 0.3379, IoU.coffee table: 0.4801, IoU.toilet: 0.7788, IoU.flower: 0.3295, IoU.book: 0.4310, IoU.hill: 0.0364, IoU.bench: 0.4586, IoU.countertop: 0.5274, IoU.stove: 0.5998, IoU.palm: 0.4608, IoU.kitchen island: 0.3124, IoU.computer: 0.6372, IoU.swivel chair: 0.4761, IoU.boat: 0.5611, IoU.bar: 0.3325, IoU.arcade machine: 0.7253, IoU.hovel: 0.5643, IoU.bus: 0.8353, IoU.towel: 0.5759, IoU.light: 0.3788, IoU.truck: 0.3266, IoU.tower: 0.1704, IoU.chandelier: 0.6197, IoU.awning: 0.2119, IoU.streetlight: 0.1937, IoU.booth: 0.3804, IoU.television receiver: 0.6872, IoU.airplane: 0.5415, IoU.dirt track: 0.0342, IoU.apparel: 0.3154, IoU.pole: 0.1266, IoU.land: 0.0000, IoU.bannister: 0.0758, IoU.escalator: 0.3055, IoU.ottoman: 0.3163, IoU.bottle: 0.1390, IoU.buffet: 0.5153, IoU.poster: 0.0773, IoU.stage: 0.1290, IoU.van: 0.3798, IoU.ship: 0.3088, IoU.fountain: 0.2051, IoU.conveyer belt: 0.6110, IoU.canopy: 0.2202, IoU.washer: 0.6186, IoU.plaything: 0.2743, IoU.swimming pool: 0.4494, IoU.stool: 0.2674, IoU.barrel: 0.4139, IoU.basket: 0.3225, IoU.waterfall: 0.5466, IoU.tent: 0.9279, IoU.bag: 0.0382, IoU.minibike: 0.6097, IoU.cradle: 0.6838, IoU.oven: 0.1628, IoU.ball: 0.4417, IoU.food: 0.5506, IoU.step: 0.0325, IoU.tank: 0.4445, IoU.trade name: 0.2553, IoU.microwave: 0.4982, IoU.pot: 0.3331, IoU.animal: 0.5548, IoU.bicycle: 0.5486, IoU.lake: 0.0173, IoU.dishwasher: 0.3746, IoU.screen: 0.6945, IoU.blanket: 0.0000, IoU.sculpture: 0.5193, IoU.hood: 0.3846, IoU.sconce: 0.1304, IoU.vase: 0.2974, IoU.traffic light: 0.2437, IoU.tray: 0.0140, IoU.ashcan: 0.3627, IoU.fan: 0.4999, IoU.pier: 0.3026, IoU.crt screen: 0.0429, IoU.plate: 0.4912, IoU.monitor: 0.4359, IoU.bulletin board: 0.4003, IoU.shower: 0.0000, IoU.radiator: 0.5488, IoU.glass: 0.0290, IoU.clock: 0.2466, IoU.flag: 0.3159, Acc.wall: 0.8486, Acc.building: 0.9161, Acc.sky: 0.9764, Acc.floor: 0.9050, Acc.tree: 0.8746, Acc.ceiling: 0.9136, Acc.road: 0.8928, Acc.bed : 0.9524, Acc.windowpane: 0.7798, Acc.grass: 0.7754, Acc.cabinet: 0.6563, Acc.sidewalk: 0.7614, Acc.person: 0.8969, Acc.earth: 0.5015, Acc.door: 0.5628, Acc.table: 0.7595, Acc.mountain: 0.6854, Acc.plant: 0.6085, Acc.curtain: 0.8245, Acc.chair: 0.6783, Acc.car: 0.9179, Acc.water: 0.7302, Acc.painting: 0.8430, Acc.sofa: 0.8184, Acc.shelf: 0.6497, Acc.house: 0.7661, Acc.sea: 0.8368, Acc.mirror: 0.5954, Acc.rug: 0.7190, Acc.field: 0.5955, Acc.armchair: 0.4474, Acc.seat: 0.8000, Acc.fence: 0.5421, Acc.desk: 0.6117, Acc.rock: 0.5966, Acc.wardrobe: 0.6161, Acc.lamp: 0.6346, Acc.bathtub: 0.7623, Acc.railing: 0.4796, Acc.cushion: 0.6472, Acc.base: 0.3328, Acc.box: 0.2954, Acc.column: 0.5322, Acc.signboard: 0.4901, Acc.chest of drawers: 0.5802, Acc.counter: 0.3843, Acc.sand: 0.4709, Acc.sink: 0.7642, Acc.skyscraper: 0.6270, Acc.fireplace: 0.8644, Acc.refrigerator: 0.8165, Acc.grandstand: 0.6894, Acc.path: 0.3738, Acc.stairs: 0.3635, Acc.runway: 0.9544, Acc.case: 0.8601, Acc.pool table: 0.9649, Acc.pillow: 0.6788, Acc.screen door: 0.7676, Acc.stairway: 0.4548, Acc.river: 0.1618, Acc.bridge: 0.8272, Acc.bookcase: 0.4309, Acc.blind: 0.3694, Acc.coffee table: 0.7894, Acc.toilet: 0.9094, Acc.flower: 0.4593, Acc.book: 0.6893, Acc.hill: 0.0609, Acc.bench: 0.5444, Acc.countertop: 0.7244, Acc.stove: 0.7551, Acc.palm: 0.6367, Acc.kitchen island: 0.7498, Acc.computer: 0.7958, Acc.swivel chair: 0.6407, Acc.boat: 0.6360, Acc.bar: 0.4169, Acc.arcade machine: 0.9511, Acc.hovel: 0.6549, Acc.bus: 0.9323, Acc.towel: 0.6968, Acc.light: 0.4327, Acc.truck: 0.4934, Acc.tower: 0.2853, Acc.chandelier: 0.8184, Acc.awning: 0.2418, Acc.streetlight: 0.2440, Acc.booth: 0.4136, Acc.television receiver: 0.7854, Acc.airplane: 0.6618, Acc.dirt track: 0.1942, Acc.apparel: 0.5157, Acc.pole: 0.1473, Acc.land: 0.0000, Acc.bannister: 0.1000, Acc.escalator: 0.3257, Acc.ottoman: 0.4021, Acc.bottle: 0.1552, Acc.buffet: 0.8045, Acc.poster: 0.0927, Acc.stage: 0.1706, Acc.van: 0.4409, Acc.ship: 0.3981, Acc.fountain: 0.2124, Acc.conveyer belt: 0.8025, Acc.canopy: 0.2955, Acc.washer: 0.7471, Acc.plaything: 0.3989, Acc.swimming pool: 0.7704, Acc.stool: 0.3331, Acc.barrel: 0.6526, Acc.basket: 0.4023, Acc.waterfall: 0.9077, Acc.tent: 0.9787, Acc.bag: 0.0399, Acc.minibike: 0.8764, Acc.cradle: 0.9359, Acc.oven: 0.3644, Acc.ball: 0.5187, Acc.food: 0.6215, Acc.step: 0.0327, Acc.tank: 0.6697, Acc.trade name: 0.2986, Acc.microwave: 0.5849, Acc.pot: 0.3855, Acc.animal: 0.5946, Acc.bicycle: 0.7533, Acc.lake: 0.0197, Acc.dishwasher: 0.4436, Acc.screen: 0.8697, Acc.blanket: 0.0000, Acc.sculpture: 0.7149, Acc.hood: 0.4485, Acc.sconce: 0.1385, Acc.vase: 0.4377, Acc.traffic light: 0.4424, Acc.tray: 0.0154, Acc.ashcan: 0.5385, Acc.fan: 0.6960, Acc.pier: 0.4100, Acc.crt screen: 0.0583, Acc.plate: 0.6985, Acc.monitor: 0.6006, Acc.bulletin board: 0.5001, Acc.shower: 0.0000, Acc.radiator: 0.6442, Acc.glass: 0.0294, Acc.clock: 0.2730, Acc.flag: 0.3568
2022-08-14 18:42:06,746 - mmseg - INFO - Iter [12050/40000] lr: 7.270e-05, eta: 3:38:05, time: 0.837, data_time: 0.476, memory: 25762, decode.loss_ce: 0.4790, decode.acc_seg: 81.8844, loss: 0.4790
2022-08-14 18:42:25,813 - mmseg - INFO - Iter [12100/40000] lr: 7.259e-05, eta: 3:37:32, time: 0.381, data_time: 0.016, memory: 25762, decode.loss_ce: 0.4802, decode.acc_seg: 82.0955, loss: 0.4802
2022-08-14 18:42:44,720 - mmseg - INFO - Iter [12150/40000] lr: 7.247e-05, eta: 3:36:58, time: 0.378, data_time: 0.013, memory: 25762, decode.loss_ce: 0.4886, decode.acc_seg: 81.2608, loss: 0.4886
2022-08-14 18:43:03,729 - mmseg - INFO - Iter [12200/40000] lr: 7.236e-05, eta: 3:36:25, time: 0.380, data_time: 0.013, memory: 25762, decode.loss_ce: 0.4910, decode.acc_seg: 81.3971, loss: 0.4910
2022-08-14 18:43:22,923 - mmseg - INFO - Iter [12250/40000] lr: 7.224e-05, eta: 3:35:52, time: 0.384, data_time: 0.014, memory: 25762, decode.loss_ce: 0.4797, decode.acc_seg: 82.2918, loss: 0.4797
2022-08-14 18:43:42,037 - mmseg - INFO - Iter [12300/40000] lr: 7.213e-05, eta: 3:35:19, time: 0.382, data_time: 0.016, memory: 25762, decode.loss_ce: 0.4940, decode.acc_seg: 81.6337, loss: 0.4940
2022-08-14 18:44:01,377 - mmseg - INFO - Iter [12350/40000] lr: 7.201e-05, eta: 3:34:47, time: 0.387, data_time: 0.015, memory: 25762, decode.loss_ce: 0.4842, decode.acc_seg: 81.6259, loss: 0.4842
2022-08-14 18:44:20,291 - mmseg - INFO - Iter [12400/40000] lr: 7.189e-05, eta: 3:34:14, time: 0.378, data_time: 0.014, memory: 25762, decode.loss_ce: 0.4736, decode.acc_seg: 82.1147, loss: 0.4736
2022-08-14 18:44:39,233 - mmseg - INFO - Iter [12450/40000] lr: 7.178e-05, eta: 3:33:41, time: 0.379, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5151, decode.acc_seg: 80.5115, loss: 0.5151
2022-08-14 18:44:58,173 - mmseg - INFO - Iter [12500/40000] lr: 7.166e-05, eta: 3:33:08, time: 0.379, data_time: 0.016, memory: 25762, decode.loss_ce: 0.4991, decode.acc_seg: 81.0699, loss: 0.4991
2022-08-14 18:45:17,504 - mmseg - INFO - Iter [12550/40000] lr: 7.155e-05, eta: 3:32:36, time: 0.387, data_time: 0.021, memory: 25762, decode.loss_ce: 0.5173, decode.acc_seg: 80.0446, loss: 0.5173
2022-08-14 18:45:36,645 - mmseg - INFO - Iter [12600/40000] lr: 7.143e-05, eta: 3:32:04, time: 0.383, data_time: 0.015, memory: 25762, decode.loss_ce: 0.5082, decode.acc_seg: 81.0838, loss: 0.5082
2022-08-14 18:45:59,774 - mmseg - INFO - Iter [12650/40000] lr: 7.132e-05, eta: 3:31:41, time: 0.462, data_time: 0.098, memory: 25762, decode.loss_ce: 0.4939, decode.acc_seg: 81.2894, loss: 0.4939
2022-08-14 18:46:18,921 - mmseg - INFO - Iter [12700/40000] lr: 7.120e-05, eta: 3:31:09, time: 0.383, data_time: 0.014, memory: 25762, decode.loss_ce: 0.4839, decode.acc_seg: 81.8901, loss: 0.4839
2022-08-14 18:46:37,928 - mmseg - INFO - Iter [12750/40000] lr: 7.109e-05, eta: 3:30:37, time: 0.380, data_time: 0.015, memory: 25762, decode.loss_ce: 0.4825, decode.acc_seg: 82.0009, loss: 0.4825
2022-08-14 18:46:57,072 - mmseg - INFO - Iter [12800/40000] lr: 7.097e-05, eta: 3:30:05, time: 0.383, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5051, decode.acc_seg: 81.3413, loss: 0.5051
2022-08-14 18:47:16,138 - mmseg - INFO - Iter [12850/40000] lr: 7.085e-05, eta: 3:29:33, time: 0.381, data_time: 0.017, memory: 25762, decode.loss_ce: 0.4667, decode.acc_seg: 82.1953, loss: 0.4667
2022-08-14 18:47:35,238 - mmseg - INFO - Iter [12900/40000] lr: 7.074e-05, eta: 3:29:01, time: 0.382, data_time: 0.018, memory: 25762, decode.loss_ce: 0.5118, decode.acc_seg: 80.8399, loss: 0.5118
2022-08-14 18:47:54,278 - mmseg - INFO - Iter [12950/40000] lr: 7.062e-05, eta: 3:28:29, time: 0.380, data_time: 0.014, memory: 25762, decode.loss_ce: 0.4776, decode.acc_seg: 82.0043, loss: 0.4776
2022-08-14 18:48:13,221 - mmseg - INFO - Exp name: fpn_512_nextvit_small_80k.py
2022-08-14 18:48:13,222 - mmseg - INFO - Iter [13000/40000] lr: 7.051e-05, eta: 3:27:58, time: 0.379, data_time: 0.016, memory: 25762, decode.loss_ce: 0.4871, decode.acc_seg: 81.8140, loss: 0.4871
2022-08-14 18:48:32,413 - mmseg - INFO - Iter [13050/40000] lr: 7.039e-05, eta: 3:27:27, time: 0.384, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5036, decode.acc_seg: 81.2167, loss: 0.5036
2022-08-14 18:48:51,452 - mmseg - INFO - Iter [13100/40000] lr: 7.027e-05, eta: 3:26:55, time: 0.381, data_time: 0.016, memory: 25762, decode.loss_ce: 0.4833, decode.acc_seg: 81.5986, loss: 0.4833
2022-08-14 18:49:10,602 - mmseg - INFO - Iter [13150/40000] lr: 7.016e-05, eta: 3:26:24, time: 0.383, data_time: 0.018, memory: 25762, decode.loss_ce: 0.4914, decode.acc_seg: 81.4634, loss: 0.4914
2022-08-14 18:49:29,458 - mmseg - INFO - Iter [13200/40000] lr: 7.004e-05, eta: 3:25:52, time: 0.377, data_time: 0.015, memory: 25762, decode.loss_ce: 0.4878, decode.acc_seg: 81.3464, loss: 0.4878
2022-08-14 18:49:47,748 - mmseg - INFO - Iter [13250/40000] lr: 6.993e-05, eta: 3:25:20, time: 0.366, data_time: 0.014, memory: 25762, decode.loss_ce: 0.5158, decode.acc_seg: 80.6615, loss: 0.5158
2022-08-14 18:50:11,510 - mmseg - INFO - Iter [13300/40000] lr: 6.981e-05, eta: 3:24:58, time: 0.474, data_time: 0.075, memory: 25762, decode.loss_ce: 0.4598, decode.acc_seg: 82.6877, loss: 0.4598
2022-08-14 18:50:30,513 - mmseg - INFO - Iter [13350/40000] lr: 6.969e-05, eta: 3:24:27, time: 0.381, data_time: 0.015, memory: 25762, decode.loss_ce: 0.4628, decode.acc_seg: 82.3096, loss: 0.4628
2022-08-14 18:50:49,644 - mmseg - INFO - Iter [13400/40000] lr: 6.958e-05, eta: 3:23:56, time: 0.382, data_time: 0.016, memory: 25762, decode.loss_ce: 0.4613, decode.acc_seg: 82.2896, loss: 0.4613
2022-08-14 18:51:08,734 - mmseg - INFO - Iter [13450/40000] lr: 6.946e-05, eta: 3:23:26, time: 0.382, data_time: 0.017, memory: 25762, decode.loss_ce: 0.4851, decode.acc_seg: 81.8884, loss: 0.4851
2022-08-14 18:51:27,839 - mmseg - INFO - Iter [13500/40000] lr: 6.935e-05, eta: 3:22:55, time: 0.382, data_time: 0.015, memory: 25762, decode.loss_ce: 0.4603, decode.acc_seg: 82.1419, loss: 0.4603
2022-08-14 18:51:46,884 - mmseg - INFO - Iter [13550/40000] lr: 6.923e-05, eta: 3:22:24, time: 0.381, data_time: 0.013, memory: 25762, decode.loss_ce: 0.4769, decode.acc_seg: 81.7289, loss: 0.4769
2022-08-14 18:52:05,725 - mmseg - INFO - Iter [13600/40000] lr: 6.911e-05, eta: 3:21:53, time: 0.377, data_time: 0.014, memory: 25762, decode.loss_ce: 0.4765, decode.acc_seg: 82.0449, loss: 0.4765
2022-08-14 18:52:24,845 - mmseg - INFO - Iter [13650/40000] lr: 6.900e-05, eta: 3:21:23, time: 0.383, data_time: 0.019, memory: 25762, decode.loss_ce: 0.4664, decode.acc_seg: 82.4346, loss: 0.4664
2022-08-14 18:52:43,886 - mmseg - INFO - Iter [13700/40000] lr: 6.888e-05, eta: 3:20:53, time: 0.381, data_time: 0.014, memory: 25762, decode.loss_ce: 0.4833, decode.acc_seg: 81.6032, loss: 0.4833
2022-08-14 18:53:03,151 - mmseg - INFO - Iter [13750/40000] lr: 6.877e-05, eta: 3:20:23, time: 0.385, data_time: 0.017, memory: 25762, decode.loss_ce: 0.4968, decode.acc_seg: 81.2320, loss: 0.4968
2022-08-14 18:53:22,104 - mmseg - INFO - Iter [13800/40000] lr: 6.865e-05, eta: 3:19:52, time: 0.380, data_time: 0.015, memory: 25762, decode.loss_ce: 0.4950, decode.acc_seg: 81.5820, loss: 0.4950
2022-08-14 18:53:41,374 - mmseg - INFO - Iter [13850/40000] lr: 6.853e-05, eta: 3:19:23, time: 0.386, data_time: 0.016, memory: 25762, decode.loss_ce: 0.4986, decode.acc_seg: 81.6339, loss: 0.4986
2022-08-14 18:54:04,232 - mmseg - INFO - Iter [13900/40000] lr: 6.842e-05, eta: 3:19:00, time: 0.457, data_time: 0.093, memory: 25762, decode.loss_ce: 0.4691, decode.acc_seg: 82.4232, loss: 0.4691
2022-08-14 18:54:23,707 - mmseg - INFO - Iter [13950/40000] lr: 6.830e-05, eta: 3:18:31, time: 0.390, data_time: 0.013, memory: 25762, decode.loss_ce: 0.4827, decode.acc_seg: 81.8000, loss: 0.4827
2022-08-14 18:54:42,732 - mmseg - INFO - Exp name: fpn_512_nextvit_small_80k.py
2022-08-14 18:54:42,732 - mmseg - INFO - Iter [14000/40000] lr: 6.818e-05, eta: 3:18:01, time: 0.380, data_time: 0.016, memory: 25762, decode.loss_ce: 0.4660, decode.acc_seg: 82.2870, loss: 0.4660
2022-08-14 18:55:01,559 - mmseg - INFO - Iter [14050/40000] lr: 6.807e-05, eta: 3:17:30, time: 0.377, data_time: 0.016, memory: 25762, decode.loss_ce: 0.4809, decode.acc_seg: 82.0057, loss: 0.4809
2022-08-14 18:55:20,460 - mmseg - INFO - Iter [14100/40000] lr: 6.795e-05, eta: 3:17:00, time: 0.378, data_time: 0.014, memory: 25762, decode.loss_ce: 0.4715, decode.acc_seg: 81.9553, loss: 0.4715
2022-08-14 18:55:39,526 - mmseg - INFO - Iter [14150/40000] lr: 6.784e-05, eta: 3:16:31, time: 0.381, data_time: 0.015, memory: 25762, decode.loss_ce: 0.4743, decode.acc_seg: 81.8276, loss: 0.4743
2022-08-14 18:55:58,756 - mmseg - INFO - Iter [14200/40000] lr: 6.772e-05, eta: 3:16:01, time: 0.385, data_time: 0.015, memory: 25762, decode.loss_ce: 0.4507, decode.acc_seg: 82.9552, loss: 0.4507
2022-08-14 18:56:17,707 - mmseg - INFO - Iter [14250/40000] lr: 6.760e-05, eta: 3:15:31, time: 0.378, data_time: 0.018, memory: 25762, decode.loss_ce: 0.4641, decode.acc_seg: 82.4576, loss: 0.4641
2022-08-14 18:56:36,743 - mmseg - INFO - Iter [14300/40000] lr: 6.749e-05, eta: 3:15:02, time: 0.381, data_time: 0.017, memory: 25762, decode.loss_ce: 0.4700, decode.acc_seg: 82.4025, loss: 0.4700
2022-08-14 18:56:55,836 - mmseg - INFO - Iter [14350/40000] lr: 6.737e-05, eta: 3:14:33, time: 0.382, data_time: 0.015, memory: 25762, decode.loss_ce: 0.4777, decode.acc_seg: 81.9619, loss: 0.4777
2022-08-14 18:57:14,726 - mmseg - INFO - Iter [14400/40000] lr: 6.725e-05, eta: 3:14:03, time: 0.378, data_time: 0.018, memory: 25762, decode.loss_ce: 0.4828, decode.acc_seg: 81.9040, loss: 0.4828
2022-08-14 18:57:33,670 - mmseg - INFO - Iter [14450/40000] lr: 6.714e-05, eta: 3:13:34, time: 0.379, data_time: 0.015, memory: 25762, decode.loss_ce: 0.4620, decode.acc_seg: 82.7300, loss: 0.4620
2022-08-14 18:57:52,898 - mmseg - INFO - Iter [14500/40000] lr: 6.702e-05, eta: 3:13:05, time: 0.385, data_time: 0.014, memory: 25762, decode.loss_ce: 0.4729, decode.acc_seg: 82.0032, loss: 0.4729
2022-08-14 18:58:16,151 - mmseg - INFO - Iter [14550/40000] lr: 6.690e-05, eta: 3:12:43, time: 0.465, data_time: 0.090, memory: 25762, decode.loss_ce: 0.4725, decode.acc_seg: 82.3017, loss: 0.4725
2022-08-14 18:58:35,195 - mmseg - INFO - Iter [14600/40000] lr: 6.679e-05, eta: 3:12:14, time: 0.381, data_time: 0.015, memory: 25762, decode.loss_ce: 0.4710, decode.acc_seg: 82.4546, loss: 0.4710
2022-08-14 18:58:54,367 - mmseg - INFO - Iter [14650/40000] lr: 6.667e-05, eta: 3:11:45, time: 0.383, data_time: 0.017, memory: 25762, decode.loss_ce: 0.4696, decode.acc_seg: 82.6083, loss: 0.4696
2022-08-14 18:59:13,149 - mmseg - INFO - Iter [14700/40000] lr: 6.655e-05, eta: 3:11:16, time: 0.376, data_time: 0.014, memory: 25762, decode.loss_ce: 0.4508, decode.acc_seg: 82.8309, loss: 0.4508
2022-08-14 18:59:32,455 - mmseg - INFO - Iter [14750/40000] lr: 6.644e-05, eta: 3:10:47, time: 0.386, data_time: 0.015, memory: 25762, decode.loss_ce: 0.4743, decode.acc_seg: 82.2058, loss: 0.4743
2022-08-14 18:59:51,792 - mmseg - INFO - Iter [14800/40000] lr: 6.632e-05, eta: 3:10:19, time: 0.387, data_time: 0.016, memory: 25762, decode.loss_ce: 0.4578, decode.acc_seg: 82.6878, loss: 0.4578
2022-08-14 19:00:10,702 - mmseg - INFO - Iter [14850/40000] lr: 6.621e-05, eta: 3:09:50, time: 0.378, data_time: 0.014, memory: 25762, decode.loss_ce: 0.4633, decode.acc_seg: 82.5210, loss: 0.4633
2022-08-14 19:00:30,033 - mmseg - INFO - Iter [14900/40000] lr: 6.609e-05, eta: 3:09:22, time: 0.386, data_time: 0.018, memory: 25762, decode.loss_ce: 0.4821, decode.acc_seg: 81.9124, loss: 0.4821
2022-08-14 19:00:49,140 - mmseg - INFO - Iter [14950/40000] lr: 6.597e-05, eta: 3:08:53, time: 0.382, data_time: 0.017, memory: 25762, decode.loss_ce: 0.4611, decode.acc_seg: 82.2435, loss: 0.4611
2022-08-14 19:01:08,188 - mmseg - INFO - Exp name: fpn_512_nextvit_small_80k.py
2022-08-14 19:01:08,189 - mmseg - INFO - Iter [15000/40000] lr: 6.585e-05, eta: 3:08:24, time: 0.381, data_time: 0.014, memory: 25762, decode.loss_ce: 0.4748, decode.acc_seg: 82.1374, loss: 0.4748
2022-08-14 19:01:27,230 - mmseg - INFO - Iter [15050/40000] lr: 6.574e-05, eta: 3:07:56, time: 0.381, data_time: 0.015, memory: 25762, decode.loss_ce: 0.4790, decode.acc_seg: 82.4164, loss: 0.4790
2022-08-14 19:01:46,475 - mmseg - INFO - Iter [15100/40000] lr: 6.562e-05, eta: 3:07:28, time: 0.385, data_time: 0.015, memory: 25762, decode.loss_ce: 0.4658, decode.acc_seg: 82.5288, loss: 0.4658
2022-08-14 19:02:08,972 - mmseg - INFO - Iter [15150/40000] lr: 6.550e-05, eta: 3:07:05, time: 0.450, data_time: 0.081, memory: 25762, decode.loss_ce: 0.4605, decode.acc_seg: 82.1388, loss: 0.4605
2022-08-14 19:02:28,542 - mmseg - INFO - Iter [15200/40000] lr: 6.539e-05, eta: 3:06:38, time: 0.391, data_time: 0.013, memory: 25762, decode.loss_ce: 0.4384, decode.acc_seg: 83.3602, loss: 0.4384
2022-08-14 19:02:47,671 - mmseg - INFO - Iter [15250/40000] lr: 6.527e-05, eta: 3:06:09, time: 0.383, data_time: 0.016, memory: 25762, decode.loss_ce: 0.4614, decode.acc_seg: 82.4140, loss: 0.4614
2022-08-14 19:03:06,716 - mmseg - INFO - Iter [15300/40000] lr: 6.515e-05, eta: 3:05:41, time: 0.380, data_time: 0.015, memory: 25762, decode.loss_ce: 0.4526, decode.acc_seg: 82.7442, loss: 0.4526
2022-08-14 19:03:25,704 - mmseg - INFO - Iter [15350/40000] lr: 6.504e-05, eta: 3:05:13, time: 0.380, data_time: 0.014, memory: 25762, decode.loss_ce: 0.4531, decode.acc_seg: 82.8703, loss: 0.4531
2022-08-14 19:03:47,381 - mmseg - INFO - Iter [15400/40000] lr: 6.492e-05, eta: 3:04:49, time: 0.434, data_time: 0.018, memory: 25762, decode.loss_ce: 0.4666, decode.acc_seg: 82.5014, loss: 0.4666
2022-08-14 19:04:06,550 - mmseg - INFO - Iter [15450/40000] lr: 6.480e-05, eta: 3:04:21, time: 0.383, data_time: 0.016, memory: 25762, decode.loss_ce: 0.4457, decode.acc_seg: 83.0601, loss: 0.4457
2022-08-14 19:04:25,454 - mmseg - INFO - Iter [15500/40000] lr: 6.469e-05, eta: 3:03:53, time: 0.378, data_time: 0.014, memory: 25762, decode.loss_ce: 0.4771, decode.acc_seg: 81.8890, loss: 0.4771
2022-08-14 19:04:44,671 - mmseg - INFO - Iter [15550/40000] lr: 6.457e-05, eta: 3:03:25, time: 0.384, data_time: 0.016, memory: 25762, decode.loss_ce: 0.4568, decode.acc_seg: 82.2921, loss: 0.4568
2022-08-14 19:05:03,867 - mmseg - INFO - Iter [15600/40000] lr: 6.445e-05, eta: 3:02:57, time: 0.384, data_time: 0.016, memory: 25762, decode.loss_ce: 0.4499, decode.acc_seg: 82.9642, loss: 0.4499
2022-08-14 19:05:23,057 - mmseg - INFO - Iter [15650/40000] lr: 6.434e-05, eta: 3:02:30, time: 0.384, data_time: 0.016, memory: 25762, decode.loss_ce: 0.4625, decode.acc_seg: 82.1439, loss: 0.4625
2022-08-14 19:05:42,098 - mmseg - INFO - Iter [15700/40000] lr: 6.422e-05, eta: 3:02:02, time: 0.381, data_time: 0.015, memory: 25762, decode.loss_ce: 0.4514, decode.acc_seg: 82.8420, loss: 0.4514
2022-08-14 19:06:01,190 - mmseg - INFO - Iter [15750/40000] lr: 6.410e-05, eta: 3:01:34, time: 0.382, data_time: 0.015, memory: 25762, decode.loss_ce: 0.4599, decode.acc_seg: 82.3022, loss: 0.4599
2022-08-14 19:06:24,355 - mmseg - INFO - Iter [15800/40000] lr: 6.398e-05, eta: 3:01:13, time: 0.463, data_time: 0.078, memory: 25762, decode.loss_ce: 0.4497, decode.acc_seg: 83.0887, loss: 0.4497
2022-08-14 19:06:43,217 - mmseg - INFO - Iter [15850/40000] lr: 6.387e-05, eta: 3:00:45, time: 0.377, data_time: 0.014, memory: 25762, decode.loss_ce: 0.4549, decode.acc_seg: 82.7675, loss: 0.4549
2022-08-14 19:07:02,139 - mmseg - INFO - Iter [15900/40000] lr: 6.375e-05, eta: 3:00:17, time: 0.378, data_time: 0.017, memory: 25762, decode.loss_ce: 0.4419, decode.acc_seg: 82.9467, loss: 0.4419
2022-08-14 19:07:21,304 - mmseg - INFO - Iter [15950/40000] lr: 6.363e-05, eta: 2:59:50, time: 0.383, data_time: 0.013, memory: 25762, decode.loss_ce: 0.4682, decode.acc_seg: 82.3142, loss: 0.4682
2022-08-14 19:07:40,442 - mmseg - INFO - Saving checkpoint at 16000 iterations
2022-08-14 19:07:41,810 - mmseg - INFO - Exp name: fpn_512_nextvit_small_80k.py
2022-08-14 19:07:41,810 - mmseg - INFO - Iter [16000/40000] lr: 6.352e-05, eta: 2:59:24, time: 0.410, data_time: 0.016, memory: 25762, decode.loss_ce: 0.4448, decode.acc_seg: 83.0382, loss: 0.4448
2022-08-14 19:08:05,448 - mmseg - INFO - per class results:
2022-08-14 19:08:05,456 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 75.38 | 86.05 |
| building | 81.98 | 93.02 |
| sky | 94.13 | 97.77 |
| floor | 81.03 | 88.95 |
| tree | 73.4 | 86.52 |
| ceiling | 81.21 | 88.68 |
| road | 80.49 | 91.24 |
| bed | 86.03 | 95.34 |
| windowpane | 58.77 | 76.45 |
| grass | 64.84 | 78.3 |
| cabinet | 54.85 | 71.64 |
| sidewalk | 60.78 | 77.0 |
| person | 79.16 | 90.37 |
| earth | 34.27 | 49.43 |
| door | 41.39 | 54.78 |
| table | 54.79 | 69.97 |
| mountain | 55.34 | 73.06 |
| plant | 50.44 | 61.6 |
| curtain | 67.78 | 87.48 |
| chair | 54.23 | 72.24 |
| car | 83.27 | 92.65 |
| water | 44.9 | 54.25 |
| painting | 68.86 | 85.51 |
| sofa | 61.26 | 76.02 |
| shelf | 41.39 | 55.74 |
| house | 46.43 | 64.57 |
| sea | 63.87 | 81.25 |
| mirror | 50.85 | 72.23 |
| rug | 60.44 | 71.51 |
| field | 28.38 | 42.37 |
| armchair | 38.42 | 55.36 |
| seat | 59.71 | 84.04 |
| fence | 44.29 | 61.7 |
| desk | 40.56 | 56.02 |
| rock | 37.67 | 54.78 |
| wardrobe | 44.46 | 61.75 |
| lamp | 57.0 | 70.28 |
| bathtub | 66.83 | 73.82 |
| railing | 35.07 | 48.31 |
| cushion | 51.47 | 69.14 |
| base | 30.02 | 51.32 |
| box | 25.56 | 31.78 |
| column | 43.56 | 51.39 |
| signboard | 34.81 | 48.85 |
| chest of drawers | 34.96 | 59.52 |
| counter | 30.88 | 40.26 |
| sand | 33.59 | 52.04 |
| sink | 63.57 | 75.91 |
| skyscraper | 42.97 | 49.59 |
| fireplace | 66.76 | 82.24 |
| refrigerator | 61.38 | 83.91 |
| grandstand | 40.43 | 65.88 |
| path | 20.46 | 28.73 |
| stairs | 25.69 | 28.97 |
| runway | 67.88 | 95.19 |
| case | 55.1 | 77.35 |
| pool table | 90.48 | 96.23 |
| pillow | 50.3 | 57.08 |
| screen door | 57.58 | 70.74 |
| stairway | 33.02 | 45.45 |
| river | 12.3 | 42.12 |
| bridge | 46.19 | 55.95 |
| bookcase | 30.94 | 50.9 |
| blind | 32.99 | 35.67 |
| coffee table | 51.72 | 72.1 |
| toilet | 80.46 | 89.15 |
| flower | 35.24 | 54.83 |
| book | 44.71 | 60.82 |
| hill | 10.07 | 17.32 |
| bench | 45.51 | 53.1 |
| countertop | 50.49 | 66.65 |
| stove | 64.47 | 74.39 |
| palm | 43.98 | 67.42 |
| kitchen island | 30.9 | 58.22 |
| computer | 60.71 | 71.43 |
| swivel chair | 46.1 | 64.86 |
| boat | 56.97 | 66.89 |
| bar | 45.52 | 60.21 |
| arcade machine | 74.13 | 86.29 |
| hovel | 37.0 | 40.79 |
| bus | 83.59 | 94.55 |
| towel | 56.9 | 71.2 |
| light | 42.58 | 48.48 |
| truck | 34.85 | 47.66 |
| tower | 16.35 | 21.45 |
| chandelier | 62.7 | 83.69 |
| awning | 25.65 | 34.01 |
| streetlight | 21.63 | 28.09 |
| booth | 35.61 | 38.84 |
| television receiver | 67.15 | 78.08 |
| airplane | 57.2 | 65.49 |
| dirt track | 1.89 | 3.12 |
| apparel | 34.25 | 50.89 |
| pole | 16.63 | 21.18 |
| land | 0.01 | 0.01 |
| bannister | 8.14 | 10.17 |
| escalator | 31.91 | 42.04 |
| ottoman | 45.27 | 59.09 |
| bottle | 25.33 | 29.72 |
| buffet | 38.25 | 45.39 |
| poster | 22.71 | 33.0 |
| stage | 13.26 | 20.06 |
| van | 37.53 | 44.05 |
| ship | 35.24 | 52.79 |
| fountain | 31.85 | 34.23 |
| conveyer belt | 52.55 | 93.07 |
| canopy | 18.47 | 27.07 |
| washer | 65.68 | 72.76 |
| plaything | 28.13 | 38.52 |
| swimming pool | 46.25 | 84.91 |
| stool | 31.64 | 43.89 |
| barrel | 39.02 | 65.12 |
| basket | 33.81 | 41.23 |
| waterfall | 70.09 | 90.93 |
| tent | 92.8 | 97.88 |
| bag | 8.5 | 10.14 |
| minibike | 65.69 | 82.65 |
| cradle | 77.5 | 94.27 |
| oven | 10.52 | 21.92 |
| ball | 47.56 | 54.59 |
| food | 56.34 | 69.13 |
| step | 5.73 | 6.19 |
| tank | 56.68 | 65.11 |
| trade name | 26.04 | 31.64 |
| microwave | 43.89 | 48.9 |
| pot | 31.17 | 36.01 |
| animal | 62.09 | 65.67 |
| bicycle | 52.61 | 77.34 |
| lake | 31.81 | 50.58 |
| dishwasher | 48.36 | 67.92 |
| screen | 66.87 | 86.82 |
| blanket | 7.6 | 8.61 |
| sculpture | 62.48 | 79.69 |
| hood | 46.15 | 60.49 |
| sconce | 20.6 | 22.95 |
| vase | 30.13 | 45.22 |
| traffic light | 26.52 | 43.5 |
| tray | 1.72 | 1.8 |
| ashcan | 40.18 | 55.46 |
| fan | 52.27 | 76.71 |
| pier | 36.38 | 49.06 |
| crt screen | 1.12 | 1.29 |
| plate | 49.29 | 72.72 |
| monitor | 43.71 | 78.06 |
| bulletin board | 37.0 | 55.83 |
| shower | 0.43 | 0.79 |
| radiator | 55.96 | 63.36 |
| glass | 8.85 | 9.12 |
| clock | 30.05 | 32.69 |
| flag | 39.08 | 41.93 |
+---------------------+-------+-------+
2022-08-14 19:08:05,456 - mmseg - INFO - Summary:
2022-08-14 19:08:05,456 - mmseg - INFO -
+-------+-------+-------+
| aAcc | mIoU | mAcc |